Contents

Tests the IKWZ_VF_VECSV Algorithm with varyin w (fl_y_min) CRS

close all

ar_fl_y_min = [0, 0.20, 0.40];
% ar_it_w_n = [25, 50];

for fl_y_min = ar_fl_y_min

Simulate with current ar_it_w

    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp(['fl_y_min = ' num2str(fl_y_min)]);
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('xxxxxxxxxxxxxxxxxxxxxxxxxxx');
    disp('');
    disp('');
    disp('');
    disp('');

    it_param_set = 4;
    [param_map, support_map] = ffs_akz_set_default_param(it_param_set);

    % Simulation Accuracy
    param_map('it_w_n') = 1250;
    param_map('it_ak_n') = param_map('it_w_n');
    param_map('it_z_n') = 15;
    param_map('fl_coh_interp_grid_gap') = 0.0125;
    param_map('it_c_interp_grid_gap') = 10^-4;

    % Turn on 2nd stage graphs
    support_map('bl_graph_evf') = true;
    support_map('bl_display_evf') = false;

    % Production Function Parameters
    % note shock is log normal
    param_map('fl_Amean') = 1.0265;
    param_map('fl_alpha') = 1;
    param_map('fl_delta') = 1;
    param_map('fl_r') = 0.03;
    param_map('fl_w') = fl_y_min;

    % Shock Parameter, iid shocks
    param_map('fl_z_rho') = 0;
    param_map('fl_z_sig') = 0.05;

    % Display Parameters
    support_map('bl_display') = false;
    support_map('bl_display_final') = true;
    support_map('bl_time') = true;
    % support_map('bl_profile') = false;


    % Call Program
    ff_iwkz_vf_vecsv(param_map, support_map);
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_y_min = 0
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Warning: Ignoring extra legend entries. 
Elapsed time is 137.960867 seconds.
Warning: Directory already exists. 
valgap = norm(mt_val - mt_val_cur)
polgap = norm(mt_pol_a - mt_pol_a_cur)
z1 = z1 perc change: sum((mt_pol_a ~= mt_pol_a_cur))/(it_ameshk_n)
                  valgap      polgap         z1            z2            z3            z4            z5            z6            z7            z8            z9           z10           z11           z12           z13           z14           z15    
                __________    _______    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________

    iter=1          488.76     534.64             1             1             1             1             1             1             1             1             1             1             1             1             1             1             1
    iter=2          486.03     4482.2       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811       0.99811
    iter=3          414.17     1493.8       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696       0.99696
    iter=4          357.37     749.93       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423       0.99423
    iter=5          327.18     456.56       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615       0.98615
    iter=6          304.04     314.24       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775       0.97775
    iter=7          285.78     238.13       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893
    iter=8          270.33     194.38        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512        0.9512
    iter=9          256.63      170.9        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407        0.9407
    iter=10         244.34     155.14       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865       0.95865
    iter=11         233.63     149.92       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466       0.95466
    iter=12         222.48     150.52       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861       0.89861
    iter=13         212.31     147.42       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351       0.95351
    iter=14         202.58     162.96       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797       0.93797
    iter=15         193.26     155.45        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365        0.9365
    iter=16         184.52     148.16       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249       0.94249
    iter=17         175.99     146.99       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619       0.93619
    iter=18         167.95     148.58       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304       0.93304
    iter=19         160.19     150.01       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755       0.93755
    iter=20          152.8        151       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937       0.92937
    iter=21         145.74     151.07       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837       0.83837
    iter=22         138.92     171.76       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598       0.93598
    iter=23         132.38     162.11       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454       0.92454
    iter=24         126.12     153.05       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548       0.92548
    iter=25         120.12     164.59       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961       0.91961
    iter=26         114.39     162.13       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024       0.92024
    iter=27          108.9     175.66       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604       0.91604
    iter=28         103.66     155.85       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092       0.90092
    iter=29         98.655     161.22       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536       0.89536
    iter=30         93.872     171.91       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001       0.89001
    iter=31         89.303     166.29       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382       0.88382
    iter=32         84.937     174.42       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413       0.88413
    iter=33         80.767     175.02       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726       0.78726
    iter=34         76.792     177.88       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843       0.88843
    iter=35         73.003     189.48       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232       0.89232
    iter=36         69.391     189.09       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032       0.89032
    iter=37         65.945     204.32       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589       0.89589
    iter=38         62.658     193.82       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654       0.88654
    iter=39         59.526     193.82       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193       0.88193
    iter=40         56.539     203.76       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951       0.87951
    iter=41         53.698     209.35       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825       0.87825
    iter=42         50.992     196.25       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062       0.86062
    iter=43         48.418     211.14       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094       0.86094
    iter=44         45.965     197.85        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495        0.8495
    iter=45         43.629     200.21       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288       0.84288
    iter=46         41.406     189.45       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851       0.82851
    iter=47         39.291     192.75       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179       0.82179
    iter=48         37.282     192.01       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668       0.80668
    iter=49         35.374     201.08       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946       0.78946
    iter=50         33.554     189.81       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464       0.67464
    iter=98         2.0293       70.3       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362       0.16362
    iter=99         1.8913     80.814       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281       0.15281
    iter=100        1.7606     91.453       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313       0.15313
    iter=101        1.6367     88.282       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995       0.15995
    iter=102        1.5193     74.612       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298       0.13298
    iter=103        1.4078     69.823        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334        0.1334
    iter=104        1.3019     57.758       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951       0.12951
    iter=105         1.201     106.09       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887       0.23887
    iter=106        1.1048     78.861         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125
    iter=107        1.0127     77.677       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429       0.11429
    iter=108       0.92451     68.394       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338
    iter=109       0.83984     61.469       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076       0.10076
    iter=110       0.75855     56.818       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338       0.10338
    iter=111       0.68061     60.001      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322      0.087322
    iter=112        0.6061     55.951       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008       0.08008
    iter=113       0.53526     59.698      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569      0.092569
    iter=114       0.46833     99.328       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393       0.20393
    iter=115       0.40576     55.611      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343      0.062343
    iter=116       0.34788     50.179       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864       0.06864
    iter=117       0.29496     44.393      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465      0.056465
    iter=118       0.24721     38.748      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903      0.050903
    iter=119       0.20471     32.855      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451      0.043451
    iter=120       0.16743     30.953      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851      0.032851
    iter=121       0.13522     27.251      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906      0.031906
    iter=122       0.10782     22.591      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034      0.024034
    iter=123      0.084861     28.876       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759       0.13759
    iter=124      0.065942     32.512       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095       0.14095
    iter=125      0.050584     18.253      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335      0.011335
    iter=126       0.03832     10.842         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125         0.125
    iter=127      0.028669     15.166     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715     0.0078715
    iter=128      0.021187     14.132     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814     0.0080814
    iter=129      0.015469     15.479     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626     0.0055626
    iter=130      0.011161     12.957     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189
    iter=131     0.0079603    0.72029    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963
    iter=132     0.0056145     8.0801     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694
    iter=133     0.0039169     10.219     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594     0.0012594
    iter=134     0.0027036          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=135     0.0018469          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=136      0.001249          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=137    0.00083642     2.4807    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963
    iter=138    0.00055486          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=139    0.00036471          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=140     0.0002376    0.62017    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963
    iter=141    0.00015346          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=142    9.8287e-05          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=143     6.244e-05          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=144    3.9355e-05          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=145    2.4616e-05          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=146    1.5284e-05          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=147     9.421e-06    0.15504    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495

tb_val
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0,b=0              -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh2:k=0.0125039,b=0      -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh3:k=0.0250077,b=0      -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh4:k=0.0375116,b=0      -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh5:k=0.0500154,b=0      -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh6:k=0.0625193,b=0      -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh7:k=0.0750231,b=0      -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh8:k=0.087527,b=0       -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh9:k=0.100031,b=0       -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh10:k=0.112535,b=0      -61.246       -61.246       -61.246       -61.246      -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246       -61.246  
    coh11:k=0.125039,b=0      -61.227       -61.227       -61.227       -61.227      -61.227       -61.227       -61.227       -61.227       -61.227       -61.227       -61.227       -61.227  
    coh12:k=0.137542,b=0      -60.964       -60.964       -60.964       -60.964      -60.964       -60.964       -60.964       -60.964       -60.964       -60.964       -60.964       -60.964  
    coh13:k=0.150046,b=0      -60.734       -60.734       -60.734       -60.734      -60.734       -60.734       -60.734       -60.734       -60.734       -60.734       -60.734       -60.734  
    coh14:k=0.16255,b=0       -60.531       -60.531       -60.531       -60.531      -60.531       -60.531       -60.531       -60.531       -60.531       -60.531       -60.531       -60.531  
    coh15:k=0.175054,b=0      -60.351       -60.351       -60.351       -60.351      -60.351       -60.351       -60.351       -60.351       -60.351       -60.351       -60.351       -60.351  
    coh16:k=0.187558,b=0      -60.189       -60.189       -60.189       -60.189      -60.189       -60.189       -60.189       -60.189       -60.189       -60.189       -60.189       -60.189  
    coh17:k=0.200062,b=0      -60.042       -60.042       -60.042       -60.042      -60.042       -60.042       -60.042       -60.042       -60.042       -60.042       -60.042       -60.042  
    coh18:k=0.212566,b=0      -59.909       -59.909       -59.909       -59.909      -59.909       -59.909       -59.909       -59.909       -59.909       -59.909       -59.909       -59.909  
    coh19:k=0.225069,b=0      -59.787       -59.787       -59.787       -59.787      -59.787       -59.787       -59.787       -59.787       -59.787       -59.787       -59.787       -59.787  
    coh20:k=0.237573,b=0      -59.674       -59.674       -59.674       -59.674      -59.674       -59.674       -59.674       -59.674       -59.674       -59.674       -59.674       -59.674  
    coh21:k=0.250077,b=0       -59.57        -59.57        -59.57        -59.57       -59.57        -59.57        -59.57        -59.57        -59.57        -59.57        -59.57        -59.57  
    coh22:k=0.262581,b=0      -59.474       -59.474       -59.474       -59.474      -59.474       -59.474       -59.474       -59.474       -59.474       -59.474       -59.474       -59.474  
    coh23:k=0.275085,b=0      -59.384       -59.384       -59.384       -59.384      -59.384       -59.384       -59.384       -59.384       -59.384       -59.384       -59.384       -59.384  
    coh24:k=0.287589,b=0        -59.3         -59.3         -59.3         -59.3        -59.3         -59.3         -59.3         -59.3         -59.3         -59.3         -59.3         -59.3  
    coh25:k=0.300092,b=0      -59.222       -59.222       -59.222       -59.222      -59.222       -59.222       -59.222       -59.222       -59.222       -59.222       -59.222       -59.222  
    coh26:k=0.312596,b=0      -59.148       -59.148       -59.148       -59.148      -59.148       -59.148       -59.148       -59.148       -59.148       -59.148       -59.148       -59.148  
    coh27:k=0.3251,b=0        -59.079       -59.079       -59.079       -59.079      -59.079       -59.079       -59.079       -59.079       -59.079       -59.079       -59.079       -59.079  
    coh28:k=0.337604,b=0      -59.013       -59.013       -59.013       -59.013      -59.013       -59.013       -59.013       -59.013       -59.013       -59.013       -59.013       -59.013  
    coh29:k=0.350108,b=0      -58.951       -58.951       -58.951       -58.951      -58.951       -58.951       -58.951       -58.951       -58.951       -58.951       -58.951       -58.951  
    coh30:k=0.362612,b=0      -58.892       -58.892       -58.892       -58.892      -58.892       -58.892       -58.892       -58.892       -58.892       -58.892       -58.892       -58.892  
    coh31:k=0.375116,b=0      -58.836       -58.836       -58.836       -58.836      -58.836       -58.836       -58.836       -58.836       -58.836       -58.836       -58.836       -58.836  
    coh32:k=0.387619,b=0      -58.783       -58.783       -58.783       -58.783      -58.783       -58.783       -58.783       -58.783       -58.783       -58.783       -58.783       -58.783  
    coh33:k=0.400123,b=0      -58.733       -58.733       -58.733       -58.733      -58.733       -58.733       -58.733       -58.733       -58.733       -58.733       -58.733       -58.733  
    coh34:k=0.412627,b=0      -58.684       -58.684       -58.684       -58.684      -58.684       -58.684       -58.684       -58.684       -58.684       -58.684       -58.684       -58.684  
    coh35:k=0.425131,b=0      -58.604       -58.604       -58.604       -58.604      -58.604       -58.604       -58.604       -58.604       -58.604       -58.604       -58.604       -58.604  
    coh36:k=0.437635,b=0      -58.492       -58.492       -58.492       -58.492      -58.492       -58.492       -58.492       -58.492       -58.492       -58.492       -58.492       -58.492  
    coh37:k=0.450139,b=0      -58.388       -58.388       -58.388       -58.388      -58.388       -58.388       -58.388       -58.388       -58.388       -58.388       -58.388       -58.388  
    coh38:k=0.462643,b=0      -58.266       -58.266       -58.266       -58.266      -58.266       -58.266       -58.266       -58.266       -58.266       -58.266       -58.266       -58.266  
    coh39:k=0.475146,b=0      -58.152       -58.152       -58.152       -58.152      -58.152       -58.152       -58.152       -58.152       -58.152       -58.152       -58.152       -58.152  
    coh40:k=0.48765,b=0       -58.046       -58.046       -58.046       -58.046      -58.046       -58.046       -58.046       -58.046       -58.046       -58.046       -58.046       -58.046  
    coh41:k=0.500154,b=0      -57.948       -57.948       -57.948       -57.948      -57.948       -57.948       -57.948       -57.948       -57.948       -57.948       -57.948       -57.948  
    coh42:k=0.512658,b=0      -57.857       -57.857       -57.857       -57.857      -57.857       -57.857       -57.857       -57.857       -57.857       -57.857       -57.857       -57.857  
    coh43:k=0.525162,b=0      -57.772       -57.772       -57.772       -57.772      -57.772       -57.772       -57.772       -57.772       -57.772       -57.772       -57.772       -57.772  
    coh44:k=0.537666,b=0      -57.686       -57.686       -57.686       -57.686      -57.686       -57.686       -57.686       -57.686       -57.686       -57.686       -57.686       -57.686  
    coh45:k=0.55017,b=0       -57.594       -57.594       -57.594       -57.594      -57.594       -57.594       -57.594       -57.594       -57.594       -57.594       -57.594       -57.594  
    coh46:k=0.562673,b=0      -57.508       -57.508       -57.508       -57.508      -57.508       -57.508       -57.508       -57.508       -57.508       -57.508       -57.508       -57.508  
    coh47:k=0.575177,b=0      -57.427       -57.427       -57.427       -57.427      -57.427       -57.427       -57.427       -57.427       -57.427       -57.427       -57.427       -57.427  
    coh48:k=0.587681,b=0      -57.351       -57.351       -57.351       -57.351      -57.351       -57.351       -57.351       -57.351       -57.351       -57.351       -57.351       -57.351  
    coh49:k=0.600185,b=0       -57.28        -57.28        -57.28        -57.28       -57.28        -57.28        -57.28        -57.28        -57.28        -57.28        -57.28        -57.28  
    coh50:k=0.612689,b=0      -57.213       -57.213       -57.213       -57.213      -57.213       -57.213       -57.213       -57.213       -57.213       -57.213       -57.213       -57.213  
    coh4715:k=58.9432,b=0      8.0717        8.0717        8.0717        8.0717       8.0717        8.0717        8.0717        8.0717        8.0717        8.0717        8.0717        8.0717  
    coh4716:k=58.9557,b=0      8.0722        8.0722        8.0722        8.0722       8.0722        8.0722        8.0722        8.0722        8.0722        8.0722        8.0722        8.0722  
    coh4717:k=58.9682,b=0      8.0727        8.0727        8.0727        8.0727       8.0727        8.0727        8.0727        8.0727        8.0727        8.0727        8.0727        8.0727  
    coh4718:k=58.9807,b=0      8.0731        8.0731        8.0731        8.0731       8.0731        8.0731        8.0731        8.0731        8.0731        8.0731        8.0731        8.0731  
    coh4719:k=58.9932,b=0      8.0736        8.0736        8.0736        8.0736       8.0736        8.0736        8.0736        8.0736        8.0736        8.0736        8.0736        8.0736  
    coh4720:k=59.0057,b=0      8.0741        8.0741        8.0741        8.0741       8.0741        8.0741        8.0741        8.0741        8.0741        8.0741        8.0741        8.0741  
    coh4721:k=59.0182,b=0      8.0745        8.0745        8.0745        8.0745       8.0745        8.0745        8.0745        8.0745        8.0745        8.0745        8.0745        8.0745  
    coh4722:k=59.0307,b=0       8.075         8.075         8.075         8.075        8.075         8.075         8.075         8.075         8.075         8.075         8.075         8.075  
    coh4723:k=59.0432,b=0      8.0754        8.0754        8.0754        8.0754       8.0754        8.0754        8.0754        8.0754        8.0754        8.0754        8.0754        8.0754  
    coh4724:k=59.0557,b=0      8.0759        8.0759        8.0759        8.0759       8.0759        8.0759        8.0759        8.0759        8.0759        8.0759        8.0759        8.0759  
    coh4725:k=59.0682,b=0      8.0764        8.0764        8.0764        8.0764       8.0764        8.0764        8.0764        8.0764        8.0764        8.0764        8.0764        8.0764  
    coh4726:k=59.0807,b=0      8.0768        8.0768        8.0768        8.0768       8.0768        8.0768        8.0768        8.0768        8.0768        8.0768        8.0768        8.0768  
    coh4727:k=59.0932,b=0      8.0773        8.0773        8.0773        8.0773       8.0773        8.0773        8.0773        8.0773        8.0773        8.0773        8.0773        8.0773  
    coh4728:k=59.1057,b=0      8.0777        8.0777        8.0777        8.0777       8.0777        8.0777        8.0777        8.0777        8.0777        8.0777        8.0777        8.0777  
    coh4729:k=59.1182,b=0      8.0782        8.0782        8.0782        8.0782       8.0782        8.0782        8.0782        8.0782        8.0782        8.0782        8.0782        8.0782  
    coh4730:k=59.1307,b=0      8.0786        8.0786        8.0786        8.0786       8.0786        8.0786        8.0786        8.0786        8.0786        8.0786        8.0786        8.0786  
    coh4731:k=59.1432,b=0      8.0791        8.0791        8.0791        8.0791       8.0791        8.0791        8.0791        8.0791        8.0791        8.0791        8.0791        8.0791  
    coh4732:k=59.1557,b=0      8.0795        8.0795        8.0795        8.0795       8.0795        8.0795        8.0795        8.0795        8.0795        8.0795        8.0795        8.0795  
    coh4733:k=59.1682,b=0        8.08          8.08          8.08          8.08         8.08          8.08          8.08          8.08          8.08          8.08          8.08          8.08  
    coh4734:k=59.1807,b=0      8.0804        8.0804        8.0804        8.0804       8.0804        8.0804        8.0804        8.0804        8.0804        8.0804        8.0804        8.0804  
    coh4735:k=59.1932,b=0      8.0809        8.0809        8.0809        8.0809       8.0809        8.0809        8.0809        8.0809        8.0809        8.0809        8.0809        8.0809  
    coh4736:k=59.2057,b=0      8.0813        8.0813        8.0813        8.0813       8.0813        8.0813        8.0813        8.0813        8.0813        8.0813        8.0813        8.0813  
    coh4737:k=59.2183,b=0      8.0818        8.0818        8.0818        8.0818       8.0818        8.0818        8.0818        8.0818        8.0818        8.0818        8.0818        8.0818  
    coh4738:k=59.2308,b=0      8.0822        8.0822        8.0822        8.0822       8.0822        8.0822        8.0822        8.0822        8.0822        8.0822        8.0822        8.0822  
    coh4739:k=59.2433,b=0      8.0827        8.0827        8.0827        8.0827       8.0827        8.0827        8.0827        8.0827        8.0827        8.0827        8.0827        8.0827  
    coh4740:k=59.2558,b=0      8.0831        8.0831        8.0831        8.0831       8.0831        8.0831        8.0831        8.0831        8.0831        8.0831        8.0831        8.0831  
    coh4741:k=59.2683,b=0      8.0836        8.0836        8.0836        8.0836       8.0836        8.0836        8.0836        8.0836        8.0836        8.0836        8.0836        8.0836  
    coh4742:k=59.2808,b=0       8.084         8.084         8.084         8.084        8.084         8.084         8.084         8.084         8.084         8.084         8.084         8.084  
    coh4743:k=59.2933,b=0      8.0844        8.0844        8.0844        8.0844       8.0844        8.0844        8.0844        8.0844        8.0844        8.0844        8.0844        8.0844  
    coh4744:k=59.3058,b=0      8.0849        8.0849        8.0849        8.0849       8.0849        8.0849        8.0849        8.0849        8.0849        8.0849        8.0849        8.0849  
    coh4745:k=59.3183,b=0      8.0853        8.0853        8.0853        8.0853       8.0853        8.0853        8.0853        8.0853        8.0853        8.0853        8.0853        8.0853  
    coh4746:k=59.3308,b=0      8.0858        8.0858        8.0858        8.0858       8.0858        8.0858        8.0858        8.0858        8.0858        8.0858        8.0858        8.0858  
    coh4747:k=59.3433,b=0      8.0862        8.0862        8.0862        8.0862       8.0862        8.0862        8.0862        8.0862        8.0862        8.0862        8.0862        8.0862  
    coh4748:k=59.3558,b=0      8.0866        8.0866        8.0866        8.0866       8.0866        8.0866        8.0866        8.0866        8.0866        8.0866        8.0866        8.0866  
    coh4749:k=59.3683,b=0      8.0871        8.0871        8.0871        8.0871       8.0871        8.0871        8.0871        8.0871        8.0871        8.0871        8.0871        8.0871  
    coh4750:k=59.3808,b=0      8.0875        8.0875        8.0875        8.0875       8.0875        8.0875        8.0875        8.0875        8.0875        8.0875        8.0875        8.0875  
    coh4751:k=59.3933,b=0      8.0879        8.0879        8.0879        8.0879       8.0879        8.0879        8.0879        8.0879        8.0879        8.0879        8.0879        8.0879  
    coh4752:k=59.4058,b=0      8.0884        8.0884        8.0884        8.0884       8.0884        8.0884        8.0884        8.0884        8.0884        8.0884        8.0884        8.0884  
    coh4753:k=59.4183,b=0      8.0888        8.0888        8.0888        8.0888       8.0888        8.0888        8.0888        8.0888        8.0888        8.0888        8.0888        8.0888  
    coh4754:k=59.4308,b=0      8.0892        8.0892        8.0892        8.0892       8.0892        8.0892        8.0892        8.0892        8.0892        8.0892        8.0892        8.0892  
    coh4755:k=59.4433,b=0      8.0897        8.0897        8.0897        8.0897       8.0897        8.0897        8.0897        8.0897        8.0897        8.0897        8.0897        8.0897  
    coh4756:k=59.4558,b=0      8.0901        8.0901        8.0901        8.0901       8.0901        8.0901        8.0901        8.0901        8.0901        8.0901        8.0901        8.0901  
    coh4757:k=59.4683,b=0      8.0905        8.0905        8.0905        8.0905       8.0905        8.0905        8.0905        8.0905        8.0905        8.0905        8.0905        8.0905  
    coh4758:k=59.4808,b=0       8.091         8.091         8.091         8.091        8.091         8.091         8.091         8.091         8.091         8.091         8.091         8.091  
    coh4759:k=59.4933,b=0      8.0914        8.0914        8.0914        8.0914       8.0914        8.0914        8.0914        8.0914        8.0914        8.0914        8.0914        8.0914  
    coh4760:k=59.5058,b=0      8.0918        8.0918        8.0918        8.0918       8.0918        8.0918        8.0918        8.0918        8.0918        8.0918        8.0918        8.0918  
    coh4761:k=59.5183,b=0      8.0923        8.0923        8.0923        8.0923       8.0923        8.0923        8.0923        8.0923        8.0923        8.0923        8.0923        8.0923  
    coh4762:k=59.5308,b=0      8.0927        8.0927        8.0927        8.0927       8.0927        8.0927        8.0927        8.0927        8.0927        8.0927        8.0927        8.0927  
    coh4763:k=59.5434,b=0      8.0931        8.0931        8.0931        8.0931       8.0931        8.0931        8.0931        8.0931        8.0931        8.0931        8.0931        8.0931  
    coh4764:k=59.5559,b=0      8.0935        8.0935        8.0935        8.0935       8.0935        8.0935        8.0935        8.0935        8.0935        8.0935        8.0935        8.0935  

tb_pol_a
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0,b=0                     0             0             0            0             0             0             0             0             0             0             0             0 
    coh2:k=0.0125039,b=0      0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh3:k=0.0250077,b=0      0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh4:k=0.0375116,b=0      0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh5:k=0.0500154,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh6:k=0.0625193,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh7:k=0.0750231,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh8:k=0.087527,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh9:k=0.100031,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh10:k=0.112535,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh11:k=0.125039,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh12:k=0.137542,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh13:k=0.150046,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh14:k=0.16255,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh15:k=0.175054,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh16:k=0.187558,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh17:k=0.200062,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh18:k=0.212566,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh19:k=0.225069,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh20:k=0.237573,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh21:k=0.250077,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh22:k=0.262581,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh23:k=0.275085,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh24:k=0.287589,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh25:k=0.300092,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh26:k=0.312596,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh27:k=0.3251,b=0               0             0             0            0             0             0             0             0             0             0             0             0 
    coh28:k=0.337604,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh29:k=0.350108,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh30:k=0.362612,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh31:k=0.375116,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh32:k=0.387619,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh33:k=0.400123,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh34:k=0.412627,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh35:k=0.425131,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh36:k=0.437635,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh37:k=0.450139,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh38:k=0.462643,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh39:k=0.475146,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh40:k=0.48765,b=0        0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh41:k=0.500154,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh42:k=0.512658,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh43:k=0.525162,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh44:k=0.537666,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh45:k=0.55017,b=0        0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh46:k=0.562673,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh47:k=0.575177,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh48:k=0.587681,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh49:k=0.600185,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh50:k=0.612689,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh4715:k=58.9432,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4716:k=58.9557,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4717:k=58.9682,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4718:k=58.9807,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4719:k=58.9932,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4720:k=59.0057,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4721:k=59.0182,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4722:k=59.0307,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4723:k=59.0432,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4724:k=59.0557,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4725:k=59.0682,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4726:k=59.0807,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4727:k=59.0932,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4728:k=59.1057,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4729:k=59.1182,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4730:k=59.1307,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4731:k=59.1432,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4732:k=59.1557,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4733:k=59.1682,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4734:k=59.1807,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4735:k=59.1932,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4736:k=59.2057,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4737:k=59.2183,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4738:k=59.2308,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4739:k=59.2433,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4740:k=59.2558,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4741:k=59.2683,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4742:k=59.2808,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4743:k=59.2933,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4744:k=59.3058,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4745:k=59.3183,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4746:k=59.3308,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4747:k=59.3433,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4748:k=59.3558,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4749:k=59.3683,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4750:k=59.3808,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4751:k=59.3933,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4752:k=59.4058,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4753:k=59.4183,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4754:k=59.4308,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4755:k=59.4433,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4756:k=59.4558,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4757:k=59.4683,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4758:k=59.4808,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4759:k=59.4933,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4760:k=59.5058,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4761:k=59.5183,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4762:k=59.5308,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4763:k=59.5434,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 
    coh4764:k=59.5559,b=0        37.31         37.31         37.31        37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31         37.31 

tb_pol_k
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0,b=0                     0             0             0            0             0             0             0             0             0             0             0             0 
    coh2:k=0.0125039,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh3:k=0.0250077,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh4:k=0.0375116,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh5:k=0.0500154,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh6:k=0.0625193,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh7:k=0.0750231,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh8:k=0.087527,b=0         0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh9:k=0.100031,b=0         0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh10:k=0.112535,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh11:k=0.125039,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh12:k=0.137542,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh13:k=0.150046,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh14:k=0.16255,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh15:k=0.175054,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh16:k=0.187558,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh17:k=0.200062,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh18:k=0.212566,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh19:k=0.225069,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh20:k=0.237573,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh21:k=0.250077,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh22:k=0.262581,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh23:k=0.275085,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh24:k=0.287589,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh25:k=0.300092,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh26:k=0.312596,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh27:k=0.3251,b=0               0             0             0            0             0             0             0             0             0             0             0             0 
    coh28:k=0.337604,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh29:k=0.350108,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh30:k=0.362612,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh31:k=0.375116,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh32:k=0.387619,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh33:k=0.400123,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh34:k=0.412627,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh35:k=0.425131,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh36:k=0.437635,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh37:k=0.450139,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh38:k=0.462643,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh39:k=0.475146,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh40:k=0.48765,b=0       0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh41:k=0.500154,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh42:k=0.512658,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh43:k=0.525162,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh44:k=0.537666,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh45:k=0.55017,b=0         0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh46:k=0.562673,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh47:k=0.575177,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh48:k=0.587681,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh49:k=0.600185,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh50:k=0.612689,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh4715:k=58.9432,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4716:k=58.9557,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4717:k=58.9682,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4718:k=58.9807,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4719:k=58.9932,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4720:k=59.0057,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4721:k=59.0182,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4722:k=59.0307,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4723:k=59.0432,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4724:k=59.0557,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4725:k=59.0682,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4726:k=59.0807,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4727:k=59.0932,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4728:k=59.1057,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4729:k=59.1182,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4730:k=59.1307,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4731:k=59.1432,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4732:k=59.1557,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4733:k=59.1682,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4734:k=59.1807,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4735:k=59.1932,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4736:k=59.2057,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4737:k=59.2183,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4738:k=59.2308,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4739:k=59.2433,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4740:k=59.2558,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4741:k=59.2683,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4742:k=59.2808,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4743:k=59.2933,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4744:k=59.3058,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4745:k=59.3183,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4746:k=59.3308,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4747:k=59.3433,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4748:k=59.3558,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4749:k=59.3683,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4750:k=59.3808,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4751:k=59.3933,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4752:k=59.4058,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4753:k=59.4183,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4754:k=59.4308,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4755:k=59.4433,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4756:k=59.4558,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4757:k=59.4683,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4758:k=59.4808,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4759:k=59.4933,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4760:k=59.5058,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4761:k=59.5183,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4762:k=59.5308,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4763:k=59.5434,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 
    coh4764:k=59.5559,b=0        12.69         12.69         12.69        12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69         12.69 

tb_pol_w
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0,b=0                     0             0             0            0             0             0             0             0             0             0             0             0 
    coh2:k=0.0125039,b=0      0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh3:k=0.0250077,b=0      0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh4:k=0.0375116,b=0      0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh5:k=0.0500154,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh6:k=0.0625193,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh7:k=0.0750231,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh8:k=0.087527,b=0         0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh9:k=0.100031,b=0         0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh10:k=0.112535,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh11:k=0.125039,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh12:k=0.137542,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh13:k=0.150046,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh14:k=0.16255,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh15:k=0.175054,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh16:k=0.187558,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh17:k=0.200062,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh18:k=0.212566,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh19:k=0.225069,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh20:k=0.237573,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh21:k=0.250077,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh22:k=0.262581,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh23:k=0.275085,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh24:k=0.287589,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh25:k=0.300092,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh26:k=0.312596,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh27:k=0.3251,b=0               0             0             0            0             0             0             0             0             0             0             0             0 
    coh28:k=0.337604,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh29:k=0.350108,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh30:k=0.362612,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh31:k=0.375116,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh32:k=0.387619,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh33:k=0.400123,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh34:k=0.412627,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh35:k=0.425131,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh36:k=0.437635,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh37:k=0.450139,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh38:k=0.462643,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh39:k=0.475146,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh40:k=0.48765,b=0        0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh41:k=0.500154,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh42:k=0.512658,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh43:k=0.525162,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh44:k=0.537666,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh45:k=0.55017,b=0        0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh46:k=0.562673,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh47:k=0.575177,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh48:k=0.587681,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh49:k=0.600185,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh50:k=0.612689,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh4715:k=58.9432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4716:k=58.9557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4717:k=58.9682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4718:k=58.9807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4719:k=58.9932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4720:k=59.0057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4721:k=59.0182,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4722:k=59.0307,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4723:k=59.0432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4724:k=59.0557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4725:k=59.0682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4726:k=59.0807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4727:k=59.0932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4728:k=59.1057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4729:k=59.1182,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4730:k=59.1307,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4731:k=59.1432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4732:k=59.1557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4733:k=59.1682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4734:k=59.1807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4735:k=59.1932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4736:k=59.2057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4737:k=59.2183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4738:k=59.2308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4739:k=59.2433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4740:k=59.2558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4741:k=59.2683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4742:k=59.2808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4743:k=59.2933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4744:k=59.3058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4745:k=59.3183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4746:k=59.3308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4747:k=59.3433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4748:k=59.3558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4749:k=59.3683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4750:k=59.3808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4751:k=59.3933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4752:k=59.4058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4753:k=59.4183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4754:k=59.4308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4755:k=59.4433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4756:k=59.4558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4757:k=59.4683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4758:k=59.4808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4759:k=59.4933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4760:k=59.5058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4761:k=59.5183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4762:k=59.5308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4763:k=59.5434,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4764:k=59.5559,b=0           50            50            50           50            50            50            50            50            50            50            50            50 

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fl_y_min = 0.2
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Warning: Ignoring extra legend entries. 
Elapsed time is 111.235409 seconds.
Warning: Directory already exists. 
valgap = norm(mt_val - mt_val_cur)
polgap = norm(mt_pol_a - mt_pol_a_cur)
z1 = z1 perc change: sum((mt_pol_a ~= mt_pol_a_cur))/(it_ameshk_n)
                valgap     polgap         z1            z2            z3            z4            z5            z6            z7            z8            z9           z10           z11           z12           z13           z14           z15    
                _______    _______    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________

    iter=1       416.42     534.64             1             1             1             1             1             1             1             1             1             1             1             1             1             1             1
    iter=2        317.8     4481.7       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706       0.99706
    iter=3       261.55     1493.2       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538       0.99538
    iter=4       222.05     748.76        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916        0.9916
    iter=5       192.67     454.88       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573       0.98573
    iter=6        170.2     312.35       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649       0.97649
    iter=7       152.75     237.11       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526       0.96526
    iter=8       139.04     195.38       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854       0.95854
    iter=9       128.13     167.84       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553       0.94553
    iter=10      119.34     158.01       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301       0.94301
    iter=11      112.17     147.45       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752       0.94752
    iter=12      106.21     142.43       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165       0.94165
    iter=13      101.16     156.36       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836       0.94836
    iter=14      96.781     153.15       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643       0.92643
    iter=15      92.907     162.04       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706       0.92706
    iter=16      89.402     145.42       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664       0.92664
    iter=17      86.172     144.29       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939       0.84939
    iter=18      83.144     156.35        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152        0.9152
    iter=19       80.27     149.81       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272
    iter=20      77.514     157.09       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433       0.92433
    iter=21      74.851     149.88       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181       0.92181
    iter=22      72.264      153.6       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045       0.92045
    iter=23      69.743     157.75       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118       0.92118
    iter=24      67.279     166.67       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097       0.92097
    iter=25       64.87     169.09        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194        0.9194
    iter=26      62.512      167.5       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554       0.90554
    iter=27      60.205     155.52        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067        0.9067
    iter=28      57.949      170.5       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085       0.89085
    iter=29      55.744     150.97       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243       0.78243
    iter=30      53.591     156.61       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542       0.87542
    iter=31      51.492      152.2       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783       0.87783
    iter=32      49.446     203.74       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615       0.87615
    iter=33      47.456     166.26       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794       0.87794
    iter=34      45.521     167.36       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046       0.88046
    iter=35      43.642      177.7       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049       0.87049
    iter=36      41.819     168.08       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839       0.86839
    iter=37      40.053     164.74       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629       0.86629
    iter=38      38.343     190.25       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887       0.84887
    iter=39      36.689      167.3       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824       0.84824
    iter=40      35.091     169.98       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037       0.84037
    iter=41      33.549     170.11       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428       0.83428
    iter=42      32.061     155.44       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791       0.81791
    iter=43      30.626     156.55       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967       0.78967
    iter=44      29.245     165.31       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023       0.78023
    iter=45      27.915     155.23        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755        0.7755
    iter=46      26.636     146.39       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927       0.63927
    iter=47      25.407     153.25       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363       0.73363
    iter=48      24.226     139.82       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411       0.71411
    iter=49      23.092     142.45       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962       0.69962
    iter=50      22.004     129.68       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419       0.68419
    iter=92      2.2948      33.58       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327       0.03327
    iter=93      2.1639     25.724      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349      0.024349
    iter=94      2.0401      23.08      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256      0.020256
    iter=95       1.923     22.252      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454      0.024454
    iter=96      1.8123      31.47      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145      0.022145
    iter=97      1.7076      16.94      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329      0.013329
    iter=98      1.6087     18.358      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589      0.014589
    iter=99      1.5152     27.625      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385      0.012385
    iter=100     1.4269     16.822      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959      0.013959
    iter=101     1.3435     17.409     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427     0.0051427
    iter=102     1.2648     19.305      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915      0.010915
    iter=103     1.1905     8.4666     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567     0.0075567
    iter=104     1.1204     13.866     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774     0.0058774
    iter=105     1.0542     6.5779     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387
    iter=106    0.99189     7.8047     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833     0.0038833
    iter=107    0.93312      11.09     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387     0.0029387
    iter=108    0.87774     16.166     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189
    iter=109    0.82556     8.0801     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694
    iter=110    0.77641     6.2249     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694     0.0014694
    iter=111    0.73013     6.2056    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458    0.00094458
    iter=112    0.68656     6.2017    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963
    iter=113    0.64556    0.57863    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963
    iter=114    0.60697          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=115    0.57066     1.2403    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963
    iter=116     0.5365          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=117    0.50438          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=118    0.47416          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=119    0.44574          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=120    0.41902          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=121     0.3939          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=122    0.37028          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=123    0.34807          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=124    0.32719          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=125    0.30757          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=126    0.28912          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=127    0.27177          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=128    0.25547          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=129    0.24014          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=130    0.22573          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=131    0.21219          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=132    0.19946          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=133    0.18749          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=134    0.17624          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=135    0.16567          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=136    0.15573          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=137    0.14638          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=138     0.1376          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=139    0.12934          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=140    0.12158          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=141    0.11429          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0

tb_val
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.2,b=0            -41.196       -41.196       -41.196       -41.196      -41.196       -41.196       -41.196       -41.196       -41.196       -41.196       -41.196       -41.196  
    coh2:k=0.212504,b=0       -41.062       -41.062       -41.062       -41.062      -41.062       -41.062       -41.062       -41.062       -41.062       -41.062       -41.062       -41.062  
    coh3:k=0.225008,b=0        -40.94        -40.94        -40.94        -40.94       -40.94        -40.94        -40.94        -40.94        -40.94        -40.94        -40.94        -40.94  
    coh4:k=0.237512,b=0       -40.828       -40.828       -40.828       -40.828      -40.828       -40.828       -40.828       -40.828       -40.828       -40.828       -40.828       -40.828  
    coh5:k=0.250015,b=0       -40.711       -40.711       -40.711       -40.711      -40.711       -40.711       -40.711       -40.711       -40.711       -40.711       -40.711       -40.711  
    coh6:k=0.262519,b=0       -40.586       -40.586       -40.586       -40.586      -40.586       -40.586       -40.586       -40.586       -40.586       -40.586       -40.586       -40.586  
    coh7:k=0.275023,b=0       -40.472       -40.472       -40.472       -40.472      -40.472       -40.472       -40.472       -40.472       -40.472       -40.472       -40.472       -40.472  
    coh8:k=0.287527,b=0       -40.366       -40.366       -40.366       -40.366      -40.366       -40.366       -40.366       -40.366       -40.366       -40.366       -40.366       -40.366  
    coh9:k=0.300031,b=0       -40.251       -40.251       -40.251       -40.251      -40.251       -40.251       -40.251       -40.251       -40.251       -40.251       -40.251       -40.251  
    coh10:k=0.312535,b=0      -40.134       -40.134       -40.134       -40.134      -40.134       -40.134       -40.134       -40.134       -40.134       -40.134       -40.134       -40.134  
    coh11:k=0.325039,b=0      -40.027       -40.027       -40.027       -40.027      -40.027       -40.027       -40.027       -40.027       -40.027       -40.027       -40.027       -40.027  
    coh12:k=0.337542,b=0      -39.928       -39.928       -39.928       -39.928      -39.928       -39.928       -39.928       -39.928       -39.928       -39.928       -39.928       -39.928  
    coh13:k=0.350046,b=0      -39.811       -39.811       -39.811       -39.811      -39.811       -39.811       -39.811       -39.811       -39.811       -39.811       -39.811       -39.811  
    coh14:k=0.36255,b=0       -39.702       -39.702       -39.702       -39.702      -39.702       -39.702       -39.702       -39.702       -39.702       -39.702       -39.702       -39.702  
    coh15:k=0.375054,b=0      -39.601       -39.601       -39.601       -39.601      -39.601       -39.601       -39.601       -39.601       -39.601       -39.601       -39.601       -39.601  
    coh16:k=0.387558,b=0      -39.501       -39.501       -39.501       -39.501      -39.501       -39.501       -39.501       -39.501       -39.501       -39.501       -39.501       -39.501  
    coh17:k=0.400062,b=0       -39.39        -39.39        -39.39        -39.39       -39.39        -39.39        -39.39        -39.39        -39.39        -39.39        -39.39        -39.39  
    coh18:k=0.412566,b=0      -39.288       -39.288       -39.288       -39.288      -39.288       -39.288       -39.288       -39.288       -39.288       -39.288       -39.288       -39.288  
    coh19:k=0.425069,b=0      -39.193       -39.193       -39.193       -39.193      -39.193       -39.193       -39.193       -39.193       -39.193       -39.193       -39.193       -39.193  
    coh20:k=0.437573,b=0      -39.091       -39.091       -39.091       -39.091      -39.091       -39.091       -39.091       -39.091       -39.091       -39.091       -39.091       -39.091  
    coh21:k=0.450077,b=0      -38.987       -38.987       -38.987       -38.987      -38.987       -38.987       -38.987       -38.987       -38.987       -38.987       -38.987       -38.987  
    coh22:k=0.462581,b=0      -38.891       -38.891       -38.891       -38.891      -38.891       -38.891       -38.891       -38.891       -38.891       -38.891       -38.891       -38.891  
    coh23:k=0.475085,b=0      -38.801       -38.801       -38.801       -38.801      -38.801       -38.801       -38.801       -38.801       -38.801       -38.801       -38.801       -38.801  
    coh24:k=0.487589,b=0      -38.698       -38.698       -38.698       -38.698      -38.698       -38.698       -38.698       -38.698       -38.698       -38.698       -38.698       -38.698  
    coh25:k=0.500092,b=0        -38.6         -38.6         -38.6         -38.6        -38.6         -38.6         -38.6         -38.6         -38.6         -38.6         -38.6         -38.6  
    coh26:k=0.512596,b=0      -38.509       -38.509       -38.509       -38.509      -38.509       -38.509       -38.509       -38.509       -38.509       -38.509       -38.509       -38.509  
    coh27:k=0.5251,b=0        -38.418       -38.418       -38.418       -38.418      -38.418       -38.418       -38.418       -38.418       -38.418       -38.418       -38.418       -38.418  
    coh28:k=0.537604,b=0      -38.319       -38.319       -38.319       -38.319      -38.319       -38.319       -38.319       -38.319       -38.319       -38.319       -38.319       -38.319  
    coh29:k=0.550108,b=0      -38.227       -38.227       -38.227       -38.227      -38.227       -38.227       -38.227       -38.227       -38.227       -38.227       -38.227       -38.227  
    coh30:k=0.562612,b=0       -38.14        -38.14        -38.14        -38.14       -38.14        -38.14        -38.14        -38.14        -38.14        -38.14        -38.14        -38.14  
    coh31:k=0.575116,b=0      -38.046       -38.046       -38.046       -38.046      -38.046       -38.046       -38.046       -38.046       -38.046       -38.046       -38.046       -38.046  
    coh32:k=0.587619,b=0      -37.952       -37.952       -37.952       -37.952      -37.952       -37.952       -37.952       -37.952       -37.952       -37.952       -37.952       -37.952  
    coh33:k=0.600123,b=0      -37.865       -37.865       -37.865       -37.865      -37.865       -37.865       -37.865       -37.865       -37.865       -37.865       -37.865       -37.865  
    coh34:k=0.612627,b=0      -37.781       -37.781       -37.781       -37.781      -37.781       -37.781       -37.781       -37.781       -37.781       -37.781       -37.781       -37.781  
    coh35:k=0.625131,b=0      -37.686       -37.686       -37.686       -37.686      -37.686       -37.686       -37.686       -37.686       -37.686       -37.686       -37.686       -37.686  
    coh36:k=0.637635,b=0      -37.597       -37.597       -37.597       -37.597      -37.597       -37.597       -37.597       -37.597       -37.597       -37.597       -37.597       -37.597  
    coh37:k=0.650139,b=0      -37.515       -37.515       -37.515       -37.515      -37.515       -37.515       -37.515       -37.515       -37.515       -37.515       -37.515       -37.515  
    coh38:k=0.662643,b=0      -37.427       -37.427       -37.427       -37.427      -37.427       -37.427       -37.427       -37.427       -37.427       -37.427       -37.427       -37.427  
    coh39:k=0.675146,b=0      -37.337       -37.337       -37.337       -37.337      -37.337       -37.337       -37.337       -37.337       -37.337       -37.337       -37.337       -37.337  
    coh40:k=0.68765,b=0       -37.253       -37.253       -37.253       -37.253      -37.253       -37.253       -37.253       -37.253       -37.253       -37.253       -37.253       -37.253  
    coh41:k=0.700154,b=0      -37.174       -37.174       -37.174       -37.174      -37.174       -37.174       -37.174       -37.174       -37.174       -37.174       -37.174       -37.174  
    coh42:k=0.712658,b=0      -37.083       -37.083       -37.083       -37.083      -37.083       -37.083       -37.083       -37.083       -37.083       -37.083       -37.083       -37.083  
    coh43:k=0.725162,b=0      -36.998       -36.998       -36.998       -36.998      -36.998       -36.998       -36.998       -36.998       -36.998       -36.998       -36.998       -36.998  
    coh44:k=0.737666,b=0      -36.918       -36.918       -36.918       -36.918      -36.918       -36.918       -36.918       -36.918       -36.918       -36.918       -36.918       -36.918  
    coh45:k=0.75017,b=0       -36.835       -36.835       -36.835       -36.835      -36.835       -36.835       -36.835       -36.835       -36.835       -36.835       -36.835       -36.835  
    coh46:k=0.762673,b=0      -36.749       -36.749       -36.749       -36.749      -36.749       -36.749       -36.749       -36.749       -36.749       -36.749       -36.749       -36.749  
    coh47:k=0.775177,b=0      -36.668       -36.668       -36.668       -36.668      -36.668       -36.668       -36.668       -36.668       -36.668       -36.668       -36.668       -36.668  
    coh48:k=0.787681,b=0      -36.592       -36.592       -36.592       -36.592      -36.592       -36.592       -36.592       -36.592       -36.592       -36.592       -36.592       -36.592  
    coh49:k=0.800185,b=0      -36.505       -36.505       -36.505       -36.505      -36.505       -36.505       -36.505       -36.505       -36.505       -36.505       -36.505       -36.505  
    coh50:k=0.812689,b=0      -36.423       -36.423       -36.423       -36.423      -36.423       -36.423       -36.423       -36.423       -36.423       -36.423       -36.423       -36.423  
    coh4715:k=59.1432,b=0      9.7219        9.7219        9.7219        9.7219       9.7219        9.7219        9.7219        9.7219        9.7219        9.7219        9.7219        9.7219  
    coh4716:k=59.1557,b=0      9.7224        9.7224        9.7224        9.7224       9.7224        9.7224        9.7224        9.7224        9.7224        9.7224        9.7224        9.7224  
    coh4717:k=59.1682,b=0      9.7228        9.7228        9.7228        9.7228       9.7228        9.7228        9.7228        9.7228        9.7228        9.7228        9.7228        9.7228  
    coh4718:k=59.1807,b=0      9.7233        9.7233        9.7233        9.7233       9.7233        9.7233        9.7233        9.7233        9.7233        9.7233        9.7233        9.7233  
    coh4719:k=59.1932,b=0      9.7237        9.7237        9.7237        9.7237       9.7237        9.7237        9.7237        9.7237        9.7237        9.7237        9.7237        9.7237  
    coh4720:k=59.2057,b=0      9.7242        9.7242        9.7242        9.7242       9.7242        9.7242        9.7242        9.7242        9.7242        9.7242        9.7242        9.7242  
    coh4721:k=59.2182,b=0      9.7246        9.7246        9.7246        9.7246       9.7246        9.7246        9.7246        9.7246        9.7246        9.7246        9.7246        9.7246  
    coh4722:k=59.2307,b=0      9.7251        9.7251        9.7251        9.7251       9.7251        9.7251        9.7251        9.7251        9.7251        9.7251        9.7251        9.7251  
    coh4723:k=59.2432,b=0      9.7255        9.7255        9.7255        9.7255       9.7255        9.7255        9.7255        9.7255        9.7255        9.7255        9.7255        9.7255  
    coh4724:k=59.2557,b=0       9.726         9.726         9.726         9.726        9.726         9.726         9.726         9.726         9.726         9.726         9.726         9.726  
    coh4725:k=59.2682,b=0      9.7264        9.7264        9.7264        9.7264       9.7264        9.7264        9.7264        9.7264        9.7264        9.7264        9.7264        9.7264  
    coh4726:k=59.2807,b=0      9.7269        9.7269        9.7269        9.7269       9.7269        9.7269        9.7269        9.7269        9.7269        9.7269        9.7269        9.7269  
    coh4727:k=59.2932,b=0      9.7273        9.7273        9.7273        9.7273       9.7273        9.7273        9.7273        9.7273        9.7273        9.7273        9.7273        9.7273  
    coh4728:k=59.3057,b=0      9.7277        9.7277        9.7277        9.7277       9.7277        9.7277        9.7277        9.7277        9.7277        9.7277        9.7277        9.7277  
    coh4729:k=59.3182,b=0      9.7282        9.7282        9.7282        9.7282       9.7282        9.7282        9.7282        9.7282        9.7282        9.7282        9.7282        9.7282  
    coh4730:k=59.3307,b=0      9.7286        9.7286        9.7286        9.7286       9.7286        9.7286        9.7286        9.7286        9.7286        9.7286        9.7286        9.7286  
    coh4731:k=59.3432,b=0      9.7291        9.7291        9.7291        9.7291       9.7291        9.7291        9.7291        9.7291        9.7291        9.7291        9.7291        9.7291  
    coh4732:k=59.3557,b=0      9.7295        9.7295        9.7295        9.7295       9.7295        9.7295        9.7295        9.7295        9.7295        9.7295        9.7295        9.7295  
    coh4733:k=59.3682,b=0      9.7299        9.7299        9.7299        9.7299       9.7299        9.7299        9.7299        9.7299        9.7299        9.7299        9.7299        9.7299  
    coh4734:k=59.3807,b=0      9.7304        9.7304        9.7304        9.7304       9.7304        9.7304        9.7304        9.7304        9.7304        9.7304        9.7304        9.7304  
    coh4735:k=59.3932,b=0      9.7308        9.7308        9.7308        9.7308       9.7308        9.7308        9.7308        9.7308        9.7308        9.7308        9.7308        9.7308  
    coh4736:k=59.4057,b=0      9.7312        9.7312        9.7312        9.7312       9.7312        9.7312        9.7312        9.7312        9.7312        9.7312        9.7312        9.7312  
    coh4737:k=59.4183,b=0      9.7317        9.7317        9.7317        9.7317       9.7317        9.7317        9.7317        9.7317        9.7317        9.7317        9.7317        9.7317  
    coh4738:k=59.4308,b=0      9.7321        9.7321        9.7321        9.7321       9.7321        9.7321        9.7321        9.7321        9.7321        9.7321        9.7321        9.7321  
    coh4739:k=59.4433,b=0      9.7325        9.7325        9.7325        9.7325       9.7325        9.7325        9.7325        9.7325        9.7325        9.7325        9.7325        9.7325  
    coh4740:k=59.4558,b=0       9.733         9.733         9.733         9.733        9.733         9.733         9.733         9.733         9.733         9.733         9.733         9.733  
    coh4741:k=59.4683,b=0      9.7334        9.7334        9.7334        9.7334       9.7334        9.7334        9.7334        9.7334        9.7334        9.7334        9.7334        9.7334  
    coh4742:k=59.4808,b=0      9.7338        9.7338        9.7338        9.7338       9.7338        9.7338        9.7338        9.7338        9.7338        9.7338        9.7338        9.7338  
    coh4743:k=59.4933,b=0      9.7342        9.7342        9.7342        9.7342       9.7342        9.7342        9.7342        9.7342        9.7342        9.7342        9.7342        9.7342  
    coh4744:k=59.5058,b=0      9.7347        9.7347        9.7347        9.7347       9.7347        9.7347        9.7347        9.7347        9.7347        9.7347        9.7347        9.7347  
    coh4745:k=59.5183,b=0      9.7351        9.7351        9.7351        9.7351       9.7351        9.7351        9.7351        9.7351        9.7351        9.7351        9.7351        9.7351  
    coh4746:k=59.5308,b=0      9.7355        9.7355        9.7355        9.7355       9.7355        9.7355        9.7355        9.7355        9.7355        9.7355        9.7355        9.7355  
    coh4747:k=59.5433,b=0       9.736         9.736         9.736         9.736        9.736         9.736         9.736         9.736         9.736         9.736         9.736         9.736  
    coh4748:k=59.5558,b=0      9.7364        9.7364        9.7364        9.7364       9.7364        9.7364        9.7364        9.7364        9.7364        9.7364        9.7364        9.7364  
    coh4749:k=59.5683,b=0      9.7368        9.7368        9.7368        9.7368       9.7368        9.7368        9.7368        9.7368        9.7368        9.7368        9.7368        9.7368  
    coh4750:k=59.5808,b=0      9.7372        9.7372        9.7372        9.7372       9.7372        9.7372        9.7372        9.7372        9.7372        9.7372        9.7372        9.7372  
    coh4751:k=59.5933,b=0      9.7376        9.7376        9.7376        9.7376       9.7376        9.7376        9.7376        9.7376        9.7376        9.7376        9.7376        9.7376  
    coh4752:k=59.6058,b=0      9.7381        9.7381        9.7381        9.7381       9.7381        9.7381        9.7381        9.7381        9.7381        9.7381        9.7381        9.7381  
    coh4753:k=59.6183,b=0      9.7385        9.7385        9.7385        9.7385       9.7385        9.7385        9.7385        9.7385        9.7385        9.7385        9.7385        9.7385  
    coh4754:k=59.6308,b=0      9.7389        9.7389        9.7389        9.7389       9.7389        9.7389        9.7389        9.7389        9.7389        9.7389        9.7389        9.7389  
    coh4755:k=59.6433,b=0      9.7393        9.7393        9.7393        9.7393       9.7393        9.7393        9.7393        9.7393        9.7393        9.7393        9.7393        9.7393  
    coh4756:k=59.6558,b=0      9.7397        9.7397        9.7397        9.7397       9.7397        9.7397        9.7397        9.7397        9.7397        9.7397        9.7397        9.7397  
    coh4757:k=59.6683,b=0      9.7402        9.7402        9.7402        9.7402       9.7402        9.7402        9.7402        9.7402        9.7402        9.7402        9.7402        9.7402  
    coh4758:k=59.6808,b=0      9.7406        9.7406        9.7406        9.7406       9.7406        9.7406        9.7406        9.7406        9.7406        9.7406        9.7406        9.7406  
    coh4759:k=59.6933,b=0       9.741         9.741         9.741         9.741        9.741         9.741         9.741         9.741         9.741         9.741         9.741         9.741  
    coh4760:k=59.7058,b=0      9.7414        9.7414        9.7414        9.7414       9.7414        9.7414        9.7414        9.7414        9.7414        9.7414        9.7414        9.7414  
    coh4761:k=59.7183,b=0      9.7418        9.7418        9.7418        9.7418       9.7418        9.7418        9.7418        9.7418        9.7418        9.7418        9.7418        9.7418  
    coh4762:k=59.7308,b=0      9.7422        9.7422        9.7422        9.7422       9.7422        9.7422        9.7422        9.7422        9.7422        9.7422        9.7422        9.7422  
    coh4763:k=59.7434,b=0      9.7426        9.7426        9.7426        9.7426       9.7426        9.7426        9.7426        9.7426        9.7426        9.7426        9.7426        9.7426  
    coh4764:k=59.7559,b=0       9.743         9.743         9.743         9.743        9.743         9.743         9.743         9.743         9.743         9.743         9.743         9.743  

tb_pol_a
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.2,b=0                   0             0             0            0             0             0             0             0             0             0             0             0 
    coh2:k=0.212504,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh3:k=0.225008,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh4:k=0.237512,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh5:k=0.250015,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh6:k=0.262519,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh7:k=0.275023,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh8:k=0.287527,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh9:k=0.300031,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh10:k=0.312535,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh11:k=0.325039,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh12:k=0.337542,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh13:k=0.350046,b=0      0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh14:k=0.36255,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh15:k=0.375054,b=0      0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh16:k=0.387558,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh17:k=0.400062,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh18:k=0.412566,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh19:k=0.425069,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh20:k=0.437573,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh21:k=0.450077,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh22:k=0.462581,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh23:k=0.475085,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh24:k=0.487589,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh25:k=0.500092,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh26:k=0.512596,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh27:k=0.5251,b=0               0             0             0            0             0             0             0             0             0             0             0             0 
    coh28:k=0.537604,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh29:k=0.550108,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh30:k=0.562612,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh31:k=0.575116,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh32:k=0.587619,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh33:k=0.600123,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh34:k=0.612627,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh35:k=0.625131,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh36:k=0.637635,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh37:k=0.650139,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh38:k=0.662643,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh39:k=0.675146,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh40:k=0.68765,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh41:k=0.700154,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh42:k=0.712658,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh43:k=0.725162,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh44:k=0.737666,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh45:k=0.75017,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh46:k=0.762673,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh47:k=0.775177,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh48:k=0.787681,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh49:k=0.800185,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh50:k=0.812689,b=0             0             0             0            0             0             0             0             0             0             0             0             0 
    coh4715:k=59.1432,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4716:k=59.1557,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4717:k=59.1682,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4718:k=59.1807,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4719:k=59.1932,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4720:k=59.2057,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4721:k=59.2182,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4722:k=59.2307,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4723:k=59.2432,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4724:k=59.2557,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4725:k=59.2682,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4726:k=59.2807,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4727:k=59.2932,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4728:k=59.3057,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4729:k=59.3182,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4730:k=59.3307,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4731:k=59.3432,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4732:k=59.3557,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4733:k=59.3682,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4734:k=59.3807,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4735:k=59.3932,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4736:k=59.4057,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4737:k=59.4183,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4738:k=59.4308,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4739:k=59.4433,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4740:k=59.4558,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4741:k=59.4683,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4742:k=59.4808,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4743:k=59.4933,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4744:k=59.5058,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4745:k=59.5183,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4746:k=59.5308,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4747:k=59.5433,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4748:k=59.5558,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4749:k=59.5683,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4750:k=59.5808,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4751:k=59.5933,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4752:k=59.6058,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4753:k=59.6183,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4754:k=59.6308,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4755:k=59.6433,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4756:k=59.6558,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4757:k=59.6683,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4758:k=59.6808,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4759:k=59.6933,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4760:k=59.7058,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4761:k=59.7183,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4762:k=59.7308,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4763:k=59.7434,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 
    coh4764:k=59.7559,b=0       35.588        35.588        35.588       35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588        35.588 

tb_pol_k
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.2,b=0                   0             0             0            0             0             0             0             0             0             0             0             0 
    coh2:k=0.212504,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh3:k=0.225008,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh4:k=0.237512,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh5:k=0.250015,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh6:k=0.262519,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh7:k=0.275023,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh8:k=0.287527,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh9:k=0.300031,b=0       0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh10:k=0.312535,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh11:k=0.325039,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh12:k=0.337542,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh13:k=0.350046,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh14:k=0.36255,b=0       0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh15:k=0.375054,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh16:k=0.387558,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh17:k=0.400062,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh18:k=0.412566,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh19:k=0.425069,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh20:k=0.437573,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh21:k=0.450077,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh22:k=0.462581,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh23:k=0.475085,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh24:k=0.487589,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh25:k=0.500092,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh26:k=0.512596,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh27:k=0.5251,b=0         0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh28:k=0.537604,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh29:k=0.550108,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh30:k=0.562612,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh31:k=0.575116,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh32:k=0.587619,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh33:k=0.600123,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh34:k=0.612627,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh35:k=0.625131,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh36:k=0.637635,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh37:k=0.650139,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh38:k=0.662643,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh39:k=0.675146,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh40:k=0.68765,b=0        0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh41:k=0.700154,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh42:k=0.712658,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh43:k=0.725162,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh44:k=0.737666,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh45:k=0.75017,b=0        0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh46:k=0.762673,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh47:k=0.775177,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh48:k=0.787681,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh49:k=0.800185,b=0       0.52042       0.52042       0.52042      0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042 
    coh50:k=0.812689,b=0       0.52042       0.52042       0.52042      0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042 
    coh4715:k=59.1432,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4716:k=59.1557,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4717:k=59.1682,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4718:k=59.1807,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4719:k=59.1932,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4720:k=59.2057,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4721:k=59.2182,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4722:k=59.2307,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4723:k=59.2432,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4724:k=59.2557,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4725:k=59.2682,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4726:k=59.2807,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4727:k=59.2932,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4728:k=59.3057,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4729:k=59.3182,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4730:k=59.3307,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4731:k=59.3432,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4732:k=59.3557,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4733:k=59.3682,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4734:k=59.3807,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4735:k=59.3932,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4736:k=59.4057,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4737:k=59.4183,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4738:k=59.4308,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4739:k=59.4433,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4740:k=59.4558,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4741:k=59.4683,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4742:k=59.4808,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4743:k=59.4933,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4744:k=59.5058,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4745:k=59.5183,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4746:k=59.5308,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4747:k=59.5433,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4748:k=59.5558,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4749:k=59.5683,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4750:k=59.5808,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4751:k=59.5933,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4752:k=59.6058,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4753:k=59.6183,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4754:k=59.6308,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4755:k=59.6433,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4756:k=59.6558,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4757:k=59.6683,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4758:k=59.6808,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4759:k=59.6933,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4760:k=59.7058,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4761:k=59.7183,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4762:k=59.7308,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4763:k=59.7434,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 
    coh4764:k=59.7559,b=0       14.412        14.412        14.412       14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412        14.412 

tb_pol_w
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.2,b=0                   0             0             0            0             0             0             0             0             0             0             0             0 
    coh2:k=0.212504,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh3:k=0.225008,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh4:k=0.237512,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh5:k=0.250015,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh6:k=0.262519,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh7:k=0.275023,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh8:k=0.287527,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh9:k=0.300031,b=0       0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh10:k=0.312535,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh11:k=0.325039,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh12:k=0.337542,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh13:k=0.350046,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh14:k=0.36255,b=0         0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh15:k=0.375054,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh16:k=0.387558,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh17:k=0.400062,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh18:k=0.412566,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh19:k=0.425069,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh20:k=0.437573,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh21:k=0.450077,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh22:k=0.462581,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh23:k=0.475085,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh24:k=0.487589,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh25:k=0.500092,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh26:k=0.512596,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh27:k=0.5251,b=0         0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh28:k=0.537604,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh29:k=0.550108,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh30:k=0.562612,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh31:k=0.575116,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh32:k=0.587619,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh33:k=0.600123,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh34:k=0.612627,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh35:k=0.625131,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh36:k=0.637635,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh37:k=0.650139,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh38:k=0.662643,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh39:k=0.675146,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh40:k=0.68765,b=0        0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh41:k=0.700154,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh42:k=0.712658,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh43:k=0.725162,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh44:k=0.737666,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh45:k=0.75017,b=0        0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh46:k=0.762673,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh47:k=0.775177,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh48:k=0.787681,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh49:k=0.800185,b=0       0.52042       0.52042       0.52042      0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042 
    coh50:k=0.812689,b=0       0.52042       0.52042       0.52042      0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042       0.52042 
    coh4715:k=59.1432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4716:k=59.1557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4717:k=59.1682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4718:k=59.1807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4719:k=59.1932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4720:k=59.2057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4721:k=59.2182,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4722:k=59.2307,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4723:k=59.2432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4724:k=59.2557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4725:k=59.2682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4726:k=59.2807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4727:k=59.2932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4728:k=59.3057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4729:k=59.3182,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4730:k=59.3307,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4731:k=59.3432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4732:k=59.3557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4733:k=59.3682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4734:k=59.3807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4735:k=59.3932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4736:k=59.4057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4737:k=59.4183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4738:k=59.4308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4739:k=59.4433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4740:k=59.4558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4741:k=59.4683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4742:k=59.4808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4743:k=59.4933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4744:k=59.5058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4745:k=59.5183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4746:k=59.5308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4747:k=59.5433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4748:k=59.5558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4749:k=59.5683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4750:k=59.5808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4751:k=59.5933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4752:k=59.6058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4753:k=59.6183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4754:k=59.6308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4755:k=59.6433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4756:k=59.6558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4757:k=59.6683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4758:k=59.6808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4759:k=59.6933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4760:k=59.7058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4761:k=59.7183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4762:k=59.7308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4763:k=59.7434,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4764:k=59.7559,b=0           50            50            50           50            50            50            50            50            50            50            50            50 

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fl_y_min = 0.4
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Warning: Ignoring extra legend entries. 
Elapsed time is 84.280789 seconds.
Warning: Directory already exists. 
valgap = norm(mt_val - mt_val_cur)
polgap = norm(mt_pol_a - mt_pol_a_cur)
z1 = z1 perc change: sum((mt_pol_a ~= mt_pol_a_cur))/(it_ameshk_n)
                valgap     polgap         z1            z2            z3            z4            z5            z6            z7            z8            z9           z10           z11           z12           z13           z14           z15    
                _______    _______    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________    __________

    iter=1       416.38     534.64             1             1             1             1             1             1             1             1             1             1             1             1             1             1             1
    iter=2        315.6     4481.2       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412       0.99412
    iter=3       256.82     1492.9       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276       0.99276
    iter=4       214.34     748.48        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895        0.9895
    iter=5       181.66     455.08       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142       0.98142
    iter=6       155.73     312.68       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893       0.96893
    iter=7       134.78     237.71       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991       0.95991
    iter=8       117.68     194.95       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151       0.95151
    iter=9        103.6     172.05       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829       0.93829
    iter=10      91.966      159.5       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976       0.93976
    iter=11      82.335     153.06       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272       0.93272
    iter=12      74.352     152.77       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469       0.94469
    iter=13      67.725     153.29       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492       0.86492
    iter=14      62.211     168.13       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982       0.91982
    iter=15      57.606     170.19       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422       0.92422
    iter=16      53.736     161.83        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153        0.9153
    iter=17      50.459     154.35       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089       0.91089
    iter=18      47.654     156.19       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092       0.83092
    iter=19      45.223     152.18       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019       0.90019
    iter=20      43.087     156.69       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355       0.90355
    iter=21      41.183     158.76       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037       0.91037
    iter=22      39.459     155.13       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523       0.90523
    iter=23      37.876     156.87       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599       0.89599
    iter=24      36.405     156.14       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064       0.89064
    iter=25      35.021     203.15       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298       0.88298
    iter=26      33.709     160.84       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878       0.87878
    iter=27      32.454     169.22       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482       0.86482
    iter=28      31.247     157.08       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999       0.85999
    iter=29      30.082     161.23       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285       0.85285
    iter=30      28.952     161.79       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876       0.84876
    iter=31      27.855     155.89       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339       0.74339
    iter=32      26.788      169.4       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183       0.84183
    iter=33       25.75     164.36       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312       0.83312
    iter=34      24.739      179.1       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207       0.83207
    iter=35      23.754     164.44       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148       0.71148
    iter=36      22.796     179.63        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199        0.8199
    iter=37      21.864     172.13       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985       0.79985
    iter=38      20.958     162.34       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628       0.79628
    iter=39      20.078     159.49       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385       0.76385
    iter=40      19.224     167.86       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451       0.75451
    iter=41      18.396     161.98       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444       0.74444
    iter=42      17.594     155.75       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555       0.72555
    iter=43      16.817     141.49       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259       0.69259
    iter=44      16.066     156.92       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181       0.67181
    iter=45       15.34     144.93       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407       0.65407
    iter=46       14.64     145.73       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172       0.63172
    iter=47      13.964     136.77       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377       0.61377
    iter=48      13.313     132.59       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845       0.59845
    iter=49      12.686     151.92        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573        0.5573
    iter=50      12.082     134.32       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754       0.54754
    iter=75      3.1188     39.867      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841      0.053841
    iter=76      2.9405     39.356      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075      0.046075
    iter=77      2.7717     38.391      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197      0.040197
    iter=78      2.6118     30.824      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955      0.032955
    iter=79      2.4604     28.122       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903       0.14903
    iter=80      2.3173     25.788      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825      0.023825
    iter=81       2.182     21.272      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224      0.013224
    iter=82      2.0541     19.134      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953      0.015953
    iter=83      1.9333     18.378      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268      0.016268
    iter=84      1.8193     95.831        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228        0.1228
    iter=85      1.7117      8.332     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914     0.0082914
    iter=86      1.6102     7.0467     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238     0.0026238
    iter=87      1.5146     3.6275     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486     0.0031486
    iter=88      1.4244     2.3367    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486    0.00031486
    iter=89      1.3395     7.9178     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189     0.0025189
    iter=90      1.2596    0.46513    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991    0.00020991
    iter=91      1.1843     6.5633     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991     0.0020991
    iter=92      1.1135    0.15504    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495    0.00010495
    iter=93      1.0469          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=94     0.98419          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=95     0.92522    0.62017    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963    0.00083963
    iter=96     0.86977          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=97     0.81763          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=98      0.7686    0.53709    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972    0.00062972
    iter=99     0.72251          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=100    0.67917          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=101    0.63843          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=102    0.60013          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=103    0.56413          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=104    0.53028          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=105    0.49847          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=106    0.46856          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=107    0.44045          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=108    0.41402          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=109    0.38918          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=110    0.36583          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=111    0.34388          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=112    0.32325          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=113    0.30385          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=114    0.28562          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=115    0.26848          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=116    0.25237          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=117    0.23723          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=118      0.223          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=119    0.20962          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=120    0.19704          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=121    0.18522          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=122    0.17411          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=123    0.16366          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=124    0.15384          0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0

tb_val
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.4,b=0            -19.363       -19.363       -19.363       -19.363      -19.363       -19.363       -19.363       -19.363       -19.363       -19.363       -19.363       -19.363  
    coh2:k=0.412504,b=0       -19.315       -19.315       -19.315       -19.315      -19.315       -19.315       -19.315       -19.315       -19.315       -19.315       -19.315       -19.315  
    coh3:k=0.425008,b=0       -19.268       -19.268       -19.268       -19.268      -19.268       -19.268       -19.268       -19.268       -19.268       -19.268       -19.268       -19.268  
    coh4:k=0.437512,b=0       -19.224       -19.224       -19.224       -19.224      -19.224       -19.224       -19.224       -19.224       -19.224       -19.224       -19.224       -19.224  
    coh5:k=0.450015,b=0       -19.182       -19.182       -19.182       -19.182      -19.182       -19.182       -19.182       -19.182       -19.182       -19.182       -19.182       -19.182  
    coh6:k=0.462519,b=0       -19.136       -19.136       -19.136       -19.136      -19.136       -19.136       -19.136       -19.136       -19.136       -19.136       -19.136       -19.136  
    coh7:k=0.475023,b=0       -19.091       -19.091       -19.091       -19.091      -19.091       -19.091       -19.091       -19.091       -19.091       -19.091       -19.091       -19.091  
    coh8:k=0.487527,b=0       -19.049       -19.049       -19.049       -19.049      -19.049       -19.049       -19.049       -19.049       -19.049       -19.049       -19.049       -19.049  
    coh9:k=0.500031,b=0       -19.008       -19.008       -19.008       -19.008      -19.008       -19.008       -19.008       -19.008       -19.008       -19.008       -19.008       -19.008  
    coh10:k=0.512535,b=0      -18.964       -18.964       -18.964       -18.964      -18.964       -18.964       -18.964       -18.964       -18.964       -18.964       -18.964       -18.964  
    coh11:k=0.525039,b=0      -18.921       -18.921       -18.921       -18.921      -18.921       -18.921       -18.921       -18.921       -18.921       -18.921       -18.921       -18.921  
    coh12:k=0.537542,b=0      -18.879       -18.879       -18.879       -18.879      -18.879       -18.879       -18.879       -18.879       -18.879       -18.879       -18.879       -18.879  
    coh13:k=0.550046,b=0       -18.84        -18.84        -18.84        -18.84       -18.84        -18.84        -18.84        -18.84        -18.84        -18.84        -18.84        -18.84  
    coh14:k=0.56255,b=0       -18.798       -18.798       -18.798       -18.798      -18.798       -18.798       -18.798       -18.798       -18.798       -18.798       -18.798       -18.798  
    coh15:k=0.575054,b=0      -18.756       -18.756       -18.756       -18.756      -18.756       -18.756       -18.756       -18.756       -18.756       -18.756       -18.756       -18.756  
    coh16:k=0.587558,b=0      -18.716       -18.716       -18.716       -18.716      -18.716       -18.716       -18.716       -18.716       -18.716       -18.716       -18.716       -18.716  
    coh17:k=0.600062,b=0      -18.678       -18.678       -18.678       -18.678      -18.678       -18.678       -18.678       -18.678       -18.678       -18.678       -18.678       -18.678  
    coh18:k=0.612566,b=0      -18.637       -18.637       -18.637       -18.637      -18.637       -18.637       -18.637       -18.637       -18.637       -18.637       -18.637       -18.637  
    coh19:k=0.625069,b=0      -18.597       -18.597       -18.597       -18.597      -18.597       -18.597       -18.597       -18.597       -18.597       -18.597       -18.597       -18.597  
    coh20:k=0.637573,b=0      -18.558       -18.558       -18.558       -18.558      -18.558       -18.558       -18.558       -18.558       -18.558       -18.558       -18.558       -18.558  
    coh21:k=0.650077,b=0      -18.521       -18.521       -18.521       -18.521      -18.521       -18.521       -18.521       -18.521       -18.521       -18.521       -18.521       -18.521  
    coh22:k=0.662581,b=0      -18.481       -18.481       -18.481       -18.481      -18.481       -18.481       -18.481       -18.481       -18.481       -18.481       -18.481       -18.481  
    coh23:k=0.675085,b=0      -18.442       -18.442       -18.442       -18.442      -18.442       -18.442       -18.442       -18.442       -18.442       -18.442       -18.442       -18.442  
    coh24:k=0.687589,b=0      -18.404       -18.404       -18.404       -18.404      -18.404       -18.404       -18.404       -18.404       -18.404       -18.404       -18.404       -18.404  
    coh25:k=0.700092,b=0      -18.368       -18.368       -18.368       -18.368      -18.368       -18.368       -18.368       -18.368       -18.368       -18.368       -18.368       -18.368  
    coh26:k=0.712596,b=0      -18.328       -18.328       -18.328       -18.328      -18.328       -18.328       -18.328       -18.328       -18.328       -18.328       -18.328       -18.328  
    coh27:k=0.7251,b=0        -18.291       -18.291       -18.291       -18.291      -18.291       -18.291       -18.291       -18.291       -18.291       -18.291       -18.291       -18.291  
    coh28:k=0.737604,b=0      -18.254       -18.254       -18.254       -18.254      -18.254       -18.254       -18.254       -18.254       -18.254       -18.254       -18.254       -18.254  
    coh29:k=0.750108,b=0      -18.217       -18.217       -18.217       -18.217      -18.217       -18.217       -18.217       -18.217       -18.217       -18.217       -18.217       -18.217  
    coh30:k=0.762612,b=0      -18.179       -18.179       -18.179       -18.179      -18.179       -18.179       -18.179       -18.179       -18.179       -18.179       -18.179       -18.179  
    coh31:k=0.775116,b=0      -18.143       -18.143       -18.143       -18.143      -18.143       -18.143       -18.143       -18.143       -18.143       -18.143       -18.143       -18.143  
    coh32:k=0.787619,b=0      -18.107       -18.107       -18.107       -18.107      -18.107       -18.107       -18.107       -18.107       -18.107       -18.107       -18.107       -18.107  
    coh33:k=0.800123,b=0       -18.07        -18.07        -18.07        -18.07       -18.07        -18.07        -18.07        -18.07        -18.07        -18.07        -18.07        -18.07  
    coh34:k=0.812627,b=0      -18.033       -18.033       -18.033       -18.033      -18.033       -18.033       -18.033       -18.033       -18.033       -18.033       -18.033       -18.033  
    coh35:k=0.825131,b=0      -17.998       -17.998       -17.998       -17.998      -17.998       -17.998       -17.998       -17.998       -17.998       -17.998       -17.998       -17.998  
    coh36:k=0.837635,b=0      -17.964       -17.964       -17.964       -17.964      -17.964       -17.964       -17.964       -17.964       -17.964       -17.964       -17.964       -17.964  
    coh37:k=0.850139,b=0      -17.926       -17.926       -17.926       -17.926      -17.926       -17.926       -17.926       -17.926       -17.926       -17.926       -17.926       -17.926  
    coh38:k=0.862643,b=0      -17.891       -17.891       -17.891       -17.891      -17.891       -17.891       -17.891       -17.891       -17.891       -17.891       -17.891       -17.891  
    coh39:k=0.875146,b=0      -17.856       -17.856       -17.856       -17.856      -17.856       -17.856       -17.856       -17.856       -17.856       -17.856       -17.856       -17.856  
    coh40:k=0.88765,b=0       -17.821       -17.821       -17.821       -17.821      -17.821       -17.821       -17.821       -17.821       -17.821       -17.821       -17.821       -17.821  
    coh41:k=0.900154,b=0      -17.785       -17.785       -17.785       -17.785      -17.785       -17.785       -17.785       -17.785       -17.785       -17.785       -17.785       -17.785  
    coh42:k=0.912658,b=0      -17.751       -17.751       -17.751       -17.751      -17.751       -17.751       -17.751       -17.751       -17.751       -17.751       -17.751       -17.751  
    coh43:k=0.925162,b=0      -17.717       -17.717       -17.717       -17.717      -17.717       -17.717       -17.717       -17.717       -17.717       -17.717       -17.717       -17.717  
    coh44:k=0.937666,b=0      -17.682       -17.682       -17.682       -17.682      -17.682       -17.682       -17.682       -17.682       -17.682       -17.682       -17.682       -17.682  
    coh45:k=0.95017,b=0       -17.647       -17.647       -17.647       -17.647      -17.647       -17.647       -17.647       -17.647       -17.647       -17.647       -17.647       -17.647  
    coh46:k=0.962673,b=0      -17.613       -17.613       -17.613       -17.613      -17.613       -17.613       -17.613       -17.613       -17.613       -17.613       -17.613       -17.613  
    coh47:k=0.975177,b=0       -17.58        -17.58        -17.58        -17.58       -17.58        -17.58        -17.58        -17.58        -17.58        -17.58        -17.58        -17.58  
    coh48:k=0.987681,b=0      -17.545       -17.545       -17.545       -17.545      -17.545       -17.545       -17.545       -17.545       -17.545       -17.545       -17.545       -17.545  
    coh49:k=1.00018,b=0       -17.511       -17.511       -17.511       -17.511      -17.511       -17.511       -17.511       -17.511       -17.511       -17.511       -17.511       -17.511  
    coh50:k=1.01269,b=0       -17.478       -17.478       -17.478       -17.478      -17.478       -17.478       -17.478       -17.478       -17.478       -17.478       -17.478       -17.478  
    coh4715:k=59.3432,b=0      11.098        11.098        11.098        11.098       11.098        11.098        11.098        11.098        11.098        11.098        11.098        11.098  
    coh4716:k=59.3557,b=0      11.099        11.099        11.099        11.099       11.099        11.099        11.099        11.099        11.099        11.099        11.099        11.099  
    coh4717:k=59.3682,b=0      11.099        11.099        11.099        11.099       11.099        11.099        11.099        11.099        11.099        11.099        11.099        11.099  
    coh4718:k=59.3807,b=0        11.1          11.1          11.1          11.1         11.1          11.1          11.1          11.1          11.1          11.1          11.1          11.1  
    coh4719:k=59.3932,b=0        11.1          11.1          11.1          11.1         11.1          11.1          11.1          11.1          11.1          11.1          11.1          11.1  
    coh4720:k=59.4057,b=0      11.101        11.101        11.101        11.101       11.101        11.101        11.101        11.101        11.101        11.101        11.101        11.101  
    coh4721:k=59.4182,b=0      11.101        11.101        11.101        11.101       11.101        11.101        11.101        11.101        11.101        11.101        11.101        11.101  
    coh4722:k=59.4307,b=0      11.101        11.101        11.101        11.101       11.101        11.101        11.101        11.101        11.101        11.101        11.101        11.101  
    coh4723:k=59.4432,b=0      11.102        11.102        11.102        11.102       11.102        11.102        11.102        11.102        11.102        11.102        11.102        11.102  
    coh4724:k=59.4557,b=0      11.102        11.102        11.102        11.102       11.102        11.102        11.102        11.102        11.102        11.102        11.102        11.102  
    coh4725:k=59.4682,b=0      11.103        11.103        11.103        11.103       11.103        11.103        11.103        11.103        11.103        11.103        11.103        11.103  
    coh4726:k=59.4807,b=0      11.103        11.103        11.103        11.103       11.103        11.103        11.103        11.103        11.103        11.103        11.103        11.103  
    coh4727:k=59.4932,b=0      11.104        11.104        11.104        11.104       11.104        11.104        11.104        11.104        11.104        11.104        11.104        11.104  
    coh4728:k=59.5057,b=0      11.104        11.104        11.104        11.104       11.104        11.104        11.104        11.104        11.104        11.104        11.104        11.104  
    coh4729:k=59.5182,b=0      11.104        11.104        11.104        11.104       11.104        11.104        11.104        11.104        11.104        11.104        11.104        11.104  
    coh4730:k=59.5307,b=0      11.105        11.105        11.105        11.105       11.105        11.105        11.105        11.105        11.105        11.105        11.105        11.105  
    coh4731:k=59.5432,b=0      11.105        11.105        11.105        11.105       11.105        11.105        11.105        11.105        11.105        11.105        11.105        11.105  
    coh4732:k=59.5557,b=0      11.106        11.106        11.106        11.106       11.106        11.106        11.106        11.106        11.106        11.106        11.106        11.106  
    coh4733:k=59.5682,b=0      11.106        11.106        11.106        11.106       11.106        11.106        11.106        11.106        11.106        11.106        11.106        11.106  
    coh4734:k=59.5807,b=0      11.107        11.107        11.107        11.107       11.107        11.107        11.107        11.107        11.107        11.107        11.107        11.107  
    coh4735:k=59.5932,b=0      11.107        11.107        11.107        11.107       11.107        11.107        11.107        11.107        11.107        11.107        11.107        11.107  
    coh4736:k=59.6057,b=0      11.107        11.107        11.107        11.107       11.107        11.107        11.107        11.107        11.107        11.107        11.107        11.107  
    coh4737:k=59.6183,b=0      11.108        11.108        11.108        11.108       11.108        11.108        11.108        11.108        11.108        11.108        11.108        11.108  
    coh4738:k=59.6308,b=0      11.108        11.108        11.108        11.108       11.108        11.108        11.108        11.108        11.108        11.108        11.108        11.108  
    coh4739:k=59.6433,b=0      11.109        11.109        11.109        11.109       11.109        11.109        11.109        11.109        11.109        11.109        11.109        11.109  
    coh4740:k=59.6558,b=0      11.109        11.109        11.109        11.109       11.109        11.109        11.109        11.109        11.109        11.109        11.109        11.109  
    coh4741:k=59.6683,b=0       11.11         11.11         11.11         11.11        11.11         11.11         11.11         11.11         11.11         11.11         11.11         11.11  
    coh4742:k=59.6808,b=0       11.11         11.11         11.11         11.11        11.11         11.11         11.11         11.11         11.11         11.11         11.11         11.11  
    coh4743:k=59.6933,b=0       11.11         11.11         11.11         11.11        11.11         11.11         11.11         11.11         11.11         11.11         11.11         11.11  
    coh4744:k=59.7058,b=0      11.111        11.111        11.111        11.111       11.111        11.111        11.111        11.111        11.111        11.111        11.111        11.111  
    coh4745:k=59.7183,b=0      11.111        11.111        11.111        11.111       11.111        11.111        11.111        11.111        11.111        11.111        11.111        11.111  
    coh4746:k=59.7308,b=0      11.112        11.112        11.112        11.112       11.112        11.112        11.112        11.112        11.112        11.112        11.112        11.112  
    coh4747:k=59.7433,b=0      11.112        11.112        11.112        11.112       11.112        11.112        11.112        11.112        11.112        11.112        11.112        11.112  
    coh4748:k=59.7558,b=0      11.112        11.112        11.112        11.112       11.112        11.112        11.112        11.112        11.112        11.112        11.112        11.112  
    coh4749:k=59.7683,b=0      11.113        11.113        11.113        11.113       11.113        11.113        11.113        11.113        11.113        11.113        11.113        11.113  
    coh4750:k=59.7808,b=0      11.113        11.113        11.113        11.113       11.113        11.113        11.113        11.113        11.113        11.113        11.113        11.113  
    coh4751:k=59.7933,b=0      11.114        11.114        11.114        11.114       11.114        11.114        11.114        11.114        11.114        11.114        11.114        11.114  
    coh4752:k=59.8058,b=0      11.114        11.114        11.114        11.114       11.114        11.114        11.114        11.114        11.114        11.114        11.114        11.114  
    coh4753:k=59.8183,b=0      11.114        11.114        11.114        11.114       11.114        11.114        11.114        11.114        11.114        11.114        11.114        11.114  
    coh4754:k=59.8308,b=0      11.115        11.115        11.115        11.115       11.115        11.115        11.115        11.115        11.115        11.115        11.115        11.115  
    coh4755:k=59.8433,b=0      11.115        11.115        11.115        11.115       11.115        11.115        11.115        11.115        11.115        11.115        11.115        11.115  
    coh4756:k=59.8558,b=0      11.116        11.116        11.116        11.116       11.116        11.116        11.116        11.116        11.116        11.116        11.116        11.116  
    coh4757:k=59.8683,b=0      11.116        11.116        11.116        11.116       11.116        11.116        11.116        11.116        11.116        11.116        11.116        11.116  
    coh4758:k=59.8808,b=0      11.116        11.116        11.116        11.116       11.116        11.116        11.116        11.116        11.116        11.116        11.116        11.116  
    coh4759:k=59.8933,b=0      11.117        11.117        11.117        11.117       11.117        11.117        11.117        11.117        11.117        11.117        11.117        11.117  
    coh4760:k=59.9058,b=0      11.117        11.117        11.117        11.117       11.117        11.117        11.117        11.117        11.117        11.117        11.117        11.117  
    coh4761:k=59.9183,b=0      11.118        11.118        11.118        11.118       11.118        11.118        11.118        11.118        11.118        11.118        11.118        11.118  
    coh4762:k=59.9308,b=0      11.118        11.118        11.118        11.118       11.118        11.118        11.118        11.118        11.118        11.118        11.118        11.118  
    coh4763:k=59.9434,b=0      11.118        11.118        11.118        11.118       11.118        11.118        11.118        11.118        11.118        11.118        11.118        11.118  
    coh4764:k=59.9559,b=0      11.119        11.119        11.119        11.119       11.119        11.119        11.119        11.119        11.119        11.119        11.119        11.119  

tb_pol_a
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.4,b=0                  0             0             0            0             0             0             0             0             0             0             0             0  
    coh2:k=0.412504,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh3:k=0.425008,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh4:k=0.437512,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh5:k=0.450015,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh6:k=0.462519,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh7:k=0.475023,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh8:k=0.487527,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh9:k=0.500031,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh10:k=0.512535,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh11:k=0.525039,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh12:k=0.537542,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh13:k=0.550046,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh14:k=0.56255,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh15:k=0.575054,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh16:k=0.587558,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh17:k=0.600062,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh18:k=0.612566,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh19:k=0.625069,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh20:k=0.637573,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh21:k=0.650077,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh22:k=0.662581,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh23:k=0.675085,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh24:k=0.687589,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh25:k=0.700092,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh26:k=0.712596,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh27:k=0.7251,b=0              0             0             0            0             0             0             0             0             0             0             0             0  
    coh28:k=0.737604,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh29:k=0.750108,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh30:k=0.762612,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh31:k=0.775116,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh32:k=0.787619,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh33:k=0.800123,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh34:k=0.812627,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh35:k=0.825131,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh36:k=0.837635,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh37:k=0.850139,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh38:k=0.862643,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh39:k=0.875146,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh40:k=0.88765,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh41:k=0.900154,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh42:k=0.912658,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh43:k=0.925162,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh44:k=0.937666,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh45:k=0.95017,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh46:k=0.962673,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh47:k=0.975177,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh48:k=0.987681,b=0            0             0             0            0             0             0             0             0             0             0             0             0  
    coh49:k=1.00018,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh50:k=1.01269,b=0             0             0             0            0             0             0             0             0             0             0             0             0  
    coh4715:k=59.3432,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4716:k=59.3557,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4717:k=59.3682,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4718:k=59.3807,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4719:k=59.3932,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4720:k=59.4057,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4721:k=59.4182,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4722:k=59.4307,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4723:k=59.4432,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4724:k=59.4557,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4725:k=59.4682,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4726:k=59.4807,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4727:k=59.4932,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4728:k=59.5057,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4729:k=59.5182,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4730:k=59.5307,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4731:k=59.5432,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4732:k=59.5557,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4733:k=59.5682,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4734:k=59.5807,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4735:k=59.5932,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4736:k=59.6057,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4737:k=59.6183,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4738:k=59.6308,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4739:k=59.6433,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4740:k=59.6558,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4741:k=59.6683,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4742:k=59.6808,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4743:k=59.6933,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4744:k=59.7058,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4745:k=59.7183,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4746:k=59.7308,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4747:k=59.7433,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4748:k=59.7558,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4749:k=59.7683,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4750:k=59.7808,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4751:k=59.7933,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4752:k=59.8058,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4753:k=59.8183,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4754:k=59.8308,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4755:k=59.8433,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4756:k=59.8558,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4757:k=59.8683,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4758:k=59.8808,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4759:k=59.8933,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4760:k=59.9058,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4761:k=59.9183,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4762:k=59.9308,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4763:k=59.9434,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  
    coh4764:k=59.9559,b=0      34.267        34.267        34.267       34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267        34.267  

tb_pol_k
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.4,b=0                   0             0             0            0             0             0             0             0             0             0             0             0 
    coh2:k=0.412504,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh3:k=0.425008,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh4:k=0.437512,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh5:k=0.450015,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh6:k=0.462519,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh7:k=0.475023,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh8:k=0.487527,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh9:k=0.500031,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh10:k=0.512535,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh11:k=0.525039,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh12:k=0.537542,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh13:k=0.550046,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh14:k=0.56255,b=0         0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh15:k=0.575054,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh16:k=0.587558,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh17:k=0.600062,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh18:k=0.612566,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh19:k=0.625069,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh20:k=0.637573,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh21:k=0.650077,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh22:k=0.662581,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh23:k=0.675085,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh24:k=0.687589,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh25:k=0.700092,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh26:k=0.712596,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh27:k=0.7251,b=0         0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh28:k=0.737604,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh29:k=0.750108,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh30:k=0.762612,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh31:k=0.775116,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh32:k=0.787619,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh33:k=0.800123,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh34:k=0.812627,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh35:k=0.825131,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh36:k=0.837635,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh37:k=0.850139,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh38:k=0.862643,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh39:k=0.875146,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh40:k=0.88765,b=0        0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh41:k=0.900154,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh42:k=0.912658,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh43:k=0.925162,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh44:k=0.937666,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh45:k=0.95017,b=0        0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh46:k=0.962673,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh47:k=0.975177,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh48:k=0.987681,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh49:k=1.00018,b=0        0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh50:k=1.01269,b=0        0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh4715:k=59.3432,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4716:k=59.3557,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4717:k=59.3682,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4718:k=59.3807,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4719:k=59.3932,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4720:k=59.4057,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4721:k=59.4182,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4722:k=59.4307,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4723:k=59.4432,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4724:k=59.4557,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4725:k=59.4682,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4726:k=59.4807,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4727:k=59.4932,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4728:k=59.5057,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4729:k=59.5182,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4730:k=59.5307,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4731:k=59.5432,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4732:k=59.5557,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4733:k=59.5682,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4734:k=59.5807,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4735:k=59.5932,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4736:k=59.6057,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4737:k=59.6183,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4738:k=59.6308,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4739:k=59.6433,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4740:k=59.6558,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4741:k=59.6683,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4742:k=59.6808,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4743:k=59.6933,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4744:k=59.7058,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4745:k=59.7183,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4746:k=59.7308,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4747:k=59.7433,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4748:k=59.7558,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4749:k=59.7683,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4750:k=59.7808,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4751:k=59.7933,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4752:k=59.8058,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4753:k=59.8183,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4754:k=59.8308,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4755:k=59.8433,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4756:k=59.8558,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4757:k=59.8683,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4758:k=59.8808,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4759:k=59.8933,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4760:k=59.9058,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4761:k=59.9183,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4762:k=59.9308,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4763:k=59.9434,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 
    coh4764:k=59.9559,b=0       15.733        15.733        15.733       15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733        15.733 

tb_pol_w
                             z1_0_85962    z2_0_87824    z3_0_89726    z4_0_9167    z5_0_93655    z6_0_95684    z10_1_0425    z11_1_0651    z12_1_0881    z13_1_1117    z14_1_1358    z15_1_1604
                             __________    __________    __________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    coh1:k=0.4,b=0                   0             0             0            0             0             0             0             0             0             0             0             0 
    coh2:k=0.412504,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh3:k=0.425008,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh4:k=0.437512,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh5:k=0.450015,b=0              0             0             0            0             0             0             0             0             0             0             0             0 
    coh6:k=0.462519,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh7:k=0.475023,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh8:k=0.487527,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh9:k=0.500031,b=0       0.040032      0.040032      0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032 
    coh10:k=0.512535,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh11:k=0.525039,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh12:k=0.537542,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh13:k=0.550046,b=0      0.080064      0.080064      0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064 
    coh14:k=0.56255,b=0         0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh15:k=0.575054,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh16:k=0.587558,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh17:k=0.600062,b=0        0.1201        0.1201        0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201 
    coh18:k=0.612566,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh19:k=0.625069,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh20:k=0.637573,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh21:k=0.650077,b=0       0.16013       0.16013       0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013 
    coh22:k=0.662581,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh23:k=0.675085,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh24:k=0.687589,b=0       0.20016       0.20016       0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016 
    coh25:k=0.700092,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh26:k=0.712596,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh27:k=0.7251,b=0         0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh28:k=0.737604,b=0       0.24019       0.24019       0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019 
    coh29:k=0.750108,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh30:k=0.762612,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh31:k=0.775116,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh32:k=0.787619,b=0       0.28022       0.28022       0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022 
    coh33:k=0.800123,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh34:k=0.812627,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh35:k=0.825131,b=0       0.32026       0.32026       0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026 
    coh36:k=0.837635,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh37:k=0.850139,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh38:k=0.862643,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh39:k=0.875146,b=0       0.36029       0.36029       0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029 
    coh40:k=0.88765,b=0        0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh41:k=0.900154,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh42:k=0.912658,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh43:k=0.925162,b=0       0.40032       0.40032       0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.40032 
    coh44:k=0.937666,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh45:k=0.95017,b=0        0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh46:k=0.962673,b=0       0.44035       0.44035       0.44035      0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035       0.44035 
    coh47:k=0.975177,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh48:k=0.987681,b=0       0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh49:k=1.00018,b=0        0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh50:k=1.01269,b=0        0.48038       0.48038       0.48038      0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038       0.48038 
    coh4715:k=59.3432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4716:k=59.3557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4717:k=59.3682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4718:k=59.3807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4719:k=59.3932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4720:k=59.4057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4721:k=59.4182,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4722:k=59.4307,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4723:k=59.4432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4724:k=59.4557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4725:k=59.4682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4726:k=59.4807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4727:k=59.4932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4728:k=59.5057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4729:k=59.5182,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4730:k=59.5307,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4731:k=59.5432,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4732:k=59.5557,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4733:k=59.5682,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4734:k=59.5807,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4735:k=59.5932,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4736:k=59.6057,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4737:k=59.6183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4738:k=59.6308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4739:k=59.6433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4740:k=59.6558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4741:k=59.6683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4742:k=59.6808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4743:k=59.6933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4744:k=59.7058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4745:k=59.7183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4746:k=59.7308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4747:k=59.7433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4748:k=59.7558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4749:k=59.7683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4750:k=59.7808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4751:k=59.7933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4752:k=59.8058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4753:k=59.8183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4754:k=59.8308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4755:k=59.8433,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4756:k=59.8558,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4757:k=59.8683,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4758:k=59.8808,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4759:k=59.8933,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4760:k=59.9058,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4761:k=59.9183,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4762:k=59.9308,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4763:k=59.9434,b=0           50            50            50           50            50            50            50            50            50            50            50            50 
    coh4764:k=59.9559,b=0           50            50            50           50            50            50            50            50            50            50            50            50 

end