Contents

Tests the IKWZ_VF_VECSV Algorithm with varyin w (fl_y_min)

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;

    % Production Function Parameters
    % note shock is log normal
    param_map('fl_w') = fl_y_min;

    % 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
Elapsed time is 77.782526 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         478.55      522.26           1           1             1           1           1           1           1           1             1             1           1           1           1           1           1
    iter=2         459.99      4645.9     0.96315     0.95678        0.9482     0.93863     0.92675     0.91179     0.89518     0.87473        0.8502       0.82105      0.7863     0.74439     0.69545     0.63781     0.57545
    iter=3         256.12        1545     0.60977     0.79234       0.55367      0.6476     0.58216      0.7015      0.7808     0.73075       0.73438       0.75033     0.72041     0.74296     0.71095     0.67444     0.63627
    iter=4         216.38      756.55     0.54773     0.57248        0.5352     0.65695     0.61681     0.56489      0.7037     0.63352       0.64287       0.70908     0.73746     0.70315     0.71656     0.70337     0.68368
    iter=5         185.52      449.97     0.52838      0.5352       0.53047     0.63319     0.58227     0.54685     0.61846     0.64749       0.68225       0.60999     0.66014     0.67884     0.65728     0.65013     0.61164
    iter=6         160.65      298.25     0.51166     0.51991       0.52112     0.61934      0.5804     0.54575     0.57314     0.63066       0.65618       0.58623     0.59789     0.61791     0.59382     0.57457     0.55367
    iter=7         140.13      211.77     0.50385     0.50418       0.52882     0.58535      0.5716     0.53828     0.54311     0.59921       0.62297       0.56665     0.54432     0.57127     0.54663      0.5319     0.52178
    iter=8         122.92      157.77     0.49868     0.50429       0.51199     0.56599     0.57435     0.54564     0.53212     0.56918       0.57886       0.55466     0.51782     0.55246     0.52354     0.51199     0.51386
    iter=9         108.31      121.82     0.49164     0.50055       0.53432     0.55554       0.565     0.54125     0.51419     0.53256       0.57347       0.55103     0.50858     0.56203     0.51804     0.52145     0.51683
    iter=10        95.782      96.581     0.48119     0.49428        0.5132     0.53377     0.58007     0.55818     0.52376     0.55312       0.55521       0.55565     0.50935     0.52717     0.51199     0.52706     0.52332
    iter=11        84.963      78.213     0.47371     0.48284       0.49373     0.52827     0.53839     0.51485     0.50649     0.53641       0.56192       0.57138     0.50704     0.55235      0.5297     0.52563     0.52046
    iter=12        75.559      64.429     0.46612     0.47162       0.50572     0.52167     0.52233     0.50363     0.49219     0.50341       0.53278       0.54344     0.50968     0.53476     0.52684     0.52926     0.52475
    iter=13        67.343      53.797     0.45612     0.45864       0.51705     0.50726     0.54322     0.52178     0.48922     0.49769       0.51353       0.51573     0.49791      0.5319     0.52079     0.52431     0.51804
    iter=14        60.131      45.263      0.4438     0.44589       0.51793     0.51573     0.54696     0.53828     0.48636      0.5044       0.54564       0.53751     0.48691     0.52343     0.50704     0.51188     0.50891
    iter=15        53.778      38.445     0.42763     0.43962       0.50781      0.4868     0.55114     0.54103     0.48768     0.51694         0.533       0.53025     0.47591     0.54366     0.50858      0.5088     0.51441
    iter=16        48.163      32.878     0.41443     0.42642       0.49164      0.4692     0.53245     0.52992     0.47305     0.51782       0.51056       0.53388     0.47437     0.52101     0.50308     0.50418     0.50902
    iter=17        43.185      28.333     0.40497       0.413       0.46678      0.4648     0.52046     0.51177     0.46403     0.50561       0.53498       0.50913     0.46359     0.51661     0.49582      0.4901     0.48691
    iter=18        38.762      24.602     0.40167      0.3965       0.44699     0.45458     0.49857     0.48185     0.46029     0.48823       0.52057       0.49681     0.45117     0.50242      0.4835     0.47294     0.49076
    iter=19        34.824       21.49     0.39067     0.37945       0.42279      0.4372     0.46722     0.45864     0.44578     0.48328       0.50297        0.4659     0.43984     0.48801     0.46942     0.47448     0.47657
    iter=20        31.312      18.915     0.37758      0.3601       0.40255     0.43335     0.44699      0.4339     0.41817     0.46205       0.49483       0.44688     0.43236     0.47217     0.45568     0.46634     0.47305
    iter=21        28.173      16.786     0.35944     0.34514       0.37901     0.40222     0.42576     0.40178     0.40068      0.4416       0.47239       0.42257     0.42554     0.44732     0.43588     0.45963     0.46249
    iter=22        25.366      14.849     0.34976     0.32655       0.35515     0.37736     0.39969     0.37527     0.39639     0.42059       0.45689       0.40453     0.41762     0.43698     0.42345     0.43324     0.45623
    iter=23        22.851      13.265     0.32468     0.31104       0.34976      0.3601     0.37308     0.35526     0.37462      0.3965        0.4504       0.38803     0.40783     0.41806     0.41003     0.42752     0.44853
    iter=24        20.596      11.909     0.30224     0.29421       0.34008     0.34327      0.3491     0.33359     0.35295     0.37286       0.43962       0.36263     0.39133     0.40409     0.40992     0.40728     0.43962
    iter=25        18.571      10.663     0.28762      0.2698       0.32347     0.33337     0.32611      0.3238     0.33095     0.34613       0.43489       0.34954     0.37473     0.38792      0.3822     0.38231     0.40783
    iter=26        16.753      9.7083     0.25869     0.25099       0.30642     0.31467     0.30092     0.30378      0.3062     0.32611       0.41608        0.3348      0.3612        0.38     0.36615     0.37758     0.40288
    iter=27        15.119      8.7323     0.23867     0.22811       0.27706     0.29894     0.28014     0.28157     0.28355     0.30763       0.40794       0.31533     0.34987     0.36065       0.348     0.35251     0.38605
    iter=28         13.65      7.8804     0.21106     0.20623        0.2478     0.28234     0.25121     0.25198     0.27046     0.28454       0.37692       0.30774      0.3238     0.36846     0.32952     0.34976     0.35328
    iter=29        12.327      7.2134     0.19347     0.18533       0.21293     0.25759     0.22536     0.22316     0.24076     0.26309       0.35031       0.30565     0.29828     0.35405     0.33799     0.32468     0.35394
    iter=30        11.137      6.4123     0.16399     0.16289       0.19215     0.23988     0.20853     0.20897     0.21876     0.23504        0.3282       0.28619     0.27277     0.30796     0.28828     0.31291     0.32182
    iter=31        10.064      6.0441     0.15035      0.1443        0.1685     0.22074     0.18995     0.19259     0.19314     0.21865       0.29619        0.2566     0.25044     0.27992     0.27937     0.32479     0.31324
    iter=32        9.0987      5.6105     0.12956     0.12923       0.15035     0.19886     0.17235     0.17532       0.174     0.19028       0.27321       0.22855     0.23031     0.28487     0.27222      0.3106      0.2841
    iter=33        8.2286      5.2797     0.11461      0.1134        0.1244     0.18753     0.16773      0.1586     0.16102     0.17037       0.24263       0.20612     0.21502     0.23779     0.29575     0.27365     0.28333
    iter=34        7.4444       4.825     0.10394     0.10119       0.11373     0.17279     0.15046      0.1421      0.1465     0.15915        0.2126       0.19017     0.20337     0.22459     0.25968     0.24802     0.24604
    iter=35        6.7377       4.499    0.091179    0.090409      0.099538     0.16751     0.12725     0.12824     0.12923      0.1498       0.19732       0.17818     0.19072     0.22008     0.23955     0.25143     0.23801
    iter=36        6.1005      4.0331    0.079081    0.078861      0.089859      0.1454     0.12231     0.11494      0.1244     0.14661       0.17774       0.15772     0.18621     0.20996     0.22151     0.21887      0.1916
    iter=37        5.5262      3.7154    0.072481    0.072371       0.08205      0.1399     0.10955      0.1002       0.109     0.13374       0.16575       0.14496     0.15827     0.18775     0.19215     0.20952     0.20062
    iter=38        5.0083      3.5925    0.063682    0.064672      0.070172     0.12791    0.098988     0.08546     0.10097     0.12538         0.152       0.13374     0.14012     0.18313     0.19963     0.23702     0.18137
    iter=39        4.5413      3.2863    0.055433    0.055103      0.065002     0.11461     0.08392     0.07963    0.090629     0.11516       0.12901        0.1079     0.13704     0.15343     0.15673     0.21051     0.18456
    iter=40        4.1202      3.1417    0.050704    0.051364      0.059283     0.10559    0.073911    0.071271     0.08084      0.1046       0.11692      0.099978     0.12044      0.1443     0.15486     0.18995     0.20799
    iter=41        3.7404      2.9589    0.043885    0.042455      0.050594    0.092059    0.066652    0.065332    0.070722    0.097888       0.10856      0.087879     0.10537      0.1189     0.15156     0.17477     0.18599
    iter=42        3.3979      2.8391    0.041025    0.038275      0.043225    0.078641    0.059173    0.052574    0.065002     0.08106      0.099648       0.07974     0.10119     0.10438     0.14551     0.18808     0.17961
    iter=43        3.0889      2.6053    0.033326    0.034646      0.039815    0.076991    0.050594    0.046744    0.056753    0.074901      0.091179      0.072591    0.087769    0.097118     0.12538     0.14639      0.1696
    iter=44          2.81      2.5564    0.030686    0.031126      0.037066    0.065222    0.053014    0.042895    0.054114    0.065332      0.074791      0.068082     0.08711    0.088979     0.11494     0.13737     0.18192
    iter=45        2.5584      2.3387    0.025627    0.026727      0.030466    0.058623    0.039045    0.037286    0.044105    0.058403      0.065882      0.061373    0.076111    0.078091     0.10856     0.13319     0.15332
    iter=46        2.3313      2.1907    0.024307    0.023647      0.030576    0.052134    0.036186    0.035196    0.036186    0.053674      0.063572      0.054004    0.071051    0.073251    0.096678     0.12154     0.13165
    iter=47        2.1262      2.0378    0.020018    0.019798      0.023207    0.046414    0.030576    0.027387    0.038715    0.045315      0.049714      0.046964    0.067092    0.059393    0.088319      0.1134     0.12297
    iter=48        1.9409      1.8981    0.018588    0.018368      0.023097    0.037945    0.026837    0.025077    0.028817    0.040255      0.048504      0.043775    0.065552    0.054993    0.078421    0.090739     0.11054
    iter=49        1.7735      1.7504    0.016168    0.017818      0.017928    0.040365    0.024197    0.021007    0.027717    0.033656      0.037725      0.033436    0.067202    0.050924     0.08051     0.08667    0.096458
    iter=50        1.6221      2.0379    0.012868    0.013528      0.017488    0.031346    0.021447    0.021447    0.024637    0.035306      0.039485      0.033326    0.054114    0.043995     0.10097     0.11549    0.076881
    iter=111      0.02396           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=112     0.022515           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=113     0.021158           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=114     0.019884           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=115     0.018686           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=116     0.017561           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=117     0.016504           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=118     0.015511           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=119     0.014578           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=120     0.013701    0.040032           0           0             0           0           0           0           0           0             0    0.00010999           0           0           0           0           0
    iter=121     0.012877           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=122     0.012103           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=123     0.011375    0.040032           0           0             0           0           0           0           0           0    0.00010999             0           0           0           0           0           0
    iter=124     0.010692           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=125     0.010049           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=126    0.0094453           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=127    0.0088778           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=128    0.0083445           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=129    0.0078432           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=130    0.0073721           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=131    0.0069294           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=132    0.0065132           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=133    0.0061221           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=134    0.0057545    0.040032           0           0    0.00010999           0           0           0           0           0             0             0           0           0           0           0           0
    iter=135     0.005409           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=136    0.0050842           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=137     0.004779           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=138    0.0044921           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=139    0.0042224           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=140     0.003969           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=141    0.0037307           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=142    0.0035068           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=143    0.0032963           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=144    0.0030985           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=145    0.0029125           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=146    0.0027377           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=147    0.0025734           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=148    0.0024189           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=149    0.0022738           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=150    0.0021373           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=151    0.0020091           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=152    0.0018885           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=153    0.0017752           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=154    0.0016686           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=155    0.0015685           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=156    0.0014744           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=157    0.0013859           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=158    0.0013027           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=159    0.0012246           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0
    iter=160    0.0011511           0           0           0             0           0           0           0           0           0             0             0           0           0           0           0           0

tb_val
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567 
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    __________

    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=0.0125046,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=0.0250093,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=0.0375139,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=0.0500186,b=0      -33.379       -32.137       -30.832      -29.526      -28.245           -27       -22.432       -21.391       -20.389         -19.43        -18.53        -17.724
    coh6:k=0.0625232,b=0      -26.702       -25.459       -24.154      -22.848      -21.567       -20.322       -15.755       -14.713       -13.711        -12.753       -11.853        -11.046
    coh7:k=0.0750279,b=0      -24.057       -22.814       -21.509      -20.203      -18.923       -17.677        -13.11       -12.068       -11.066        -10.108       -9.2081        -8.4012
    coh8:k=0.0875325,b=0      -22.542         -21.3       -19.995      -18.689      -17.408       -16.163       -11.595       -10.554       -9.5517        -8.5933       -7.6936        -6.8867
    coh9:k=0.100037,b=0        -21.53       -20.288       -18.983      -17.677      -16.396       -15.151       -10.583       -9.5417       -8.5397        -7.5814       -6.6816        -5.8748
    coh10:k=0.112542,b=0      -20.793       -19.551       -18.245       -16.94      -15.659       -14.413        -9.846       -8.8044       -7.8024         -6.844       -5.9443        -5.1375
    coh11:k=0.125046,b=0      -20.225       -18.983       -17.678      -16.372      -15.091       -13.846        -9.278       -8.2365       -7.2344        -6.2761       -5.3763        -4.5695
    coh12:k=0.137551,b=0      -19.728       -18.528       -17.223      -15.917      -14.636       -13.391       -8.8232       -7.7816       -6.7796        -5.8212       -4.9215        -4.1146
    coh13:k=0.150056,b=0      -18.946       -17.839       -16.663      -15.476      -14.261       -13.016       -8.4482       -7.4067       -6.4047        -5.4463       -4.5466        -3.7397
    coh14:k=0.16256,b=0        -18.35       -17.243       -16.066      -14.879      -13.709       -12.568       -8.1323       -7.0907       -6.0887        -5.1304       -4.2306        -3.4238
    coh15:k=0.175065,b=0      -17.875       -16.768       -15.592      -14.405      -13.235       -12.093       -7.8548       -6.8198       -5.8177        -4.8594       -3.9596        -3.1528
    coh16:k=0.18757,b=0       -17.486       -16.379       -15.203      -14.016      -12.846       -11.704       -7.4657       -6.4883        -5.545        -4.6236       -3.7239         -2.917
    coh17:k=0.200074,b=0       -17.16       -16.053       -14.876      -13.689      -12.519       -11.378       -7.1392       -6.1617       -5.2185         -4.314       -3.4628        -2.6976
    coh18:k=0.212579,b=0      -16.769       -15.737       -14.597       -13.41       -12.24       -11.099       -6.8601       -5.8826       -4.9394        -4.0349       -3.1836        -2.4185
    coh19:k=0.225084,b=0      -16.365       -15.333       -14.233       -13.12      -11.998       -10.856       -6.6179       -5.6404       -4.6972        -3.7927       -2.9414        -2.1763
    coh20:k=0.237588,b=0      -16.027       -14.995       -13.895      -12.782      -11.682       -10.605       -6.4051       -5.4276       -4.4844        -3.5799       -2.7286        -1.9635
    coh21:k=0.250093,b=0       -15.74       -14.708       -13.607      -12.494      -11.394       -10.317       -6.2163       -5.2388       -4.2956        -3.3911       -2.5398        -1.7747
    coh22:k=0.262598,b=0      -15.491       -14.459       -13.358      -12.245      -11.145       -10.068       -6.0331       -5.0697       -4.1265         -3.222       -2.3707        -1.6056
    coh23:k=0.275102,b=0      -15.221        -14.24        -13.14      -12.027      -10.927       -9.8497       -5.8149       -4.8781       -3.9714        -3.0695       -2.2182         -1.453
    coh24:k=0.287607,b=0      -14.924       -13.948       -12.903      -11.834      -10.734       -9.6564       -5.6217       -4.6849       -3.7782        -2.9064       -2.0796        -1.3145
    coh25:k=0.300112,b=0      -14.668       -13.692       -12.647      -11.587      -10.537       -9.4836       -5.4489       -4.5121       -3.6054        -2.7337       -1.9115        -1.1715
    coh26:k=0.312616,b=0      -14.444       -13.468       -12.423      -11.363      -10.313       -9.2833       -5.2932       -4.3564       -3.4497         -2.578       -1.7558        -1.0158
    coh27:k=0.325121,b=0      -14.246        -13.27       -12.225      -11.165      -10.116       -9.0854        -5.152       -4.2152       -3.3085        -2.4368       -1.6146       -0.87465
    coh28:k=0.337625,b=0      -14.026       -13.093       -12.048      -10.989       -9.939       -8.9088       -5.0232       -4.0864       -3.1797         -2.308       -1.4858       -0.74581
    coh29:k=0.35013,b=0       -13.796       -12.864       -11.864       -10.83      -9.7801       -8.7499        -4.867       -3.9592       -3.0615        -2.1898       -1.3676       -0.62763
    coh30:k=0.362635,b=0      -13.593       -12.661       -11.661      -10.644       -9.633        -8.606       -4.7231       -3.8152       -2.9349        -2.0809       -1.2587       -0.51871
    coh31:k=0.375139,b=0      -13.413       -12.481       -11.481      -10.463      -9.4524       -8.4585       -4.5919       -3.6841       -2.8037         -1.956       -1.1554       -0.41791
    coh32:k=0.387644,b=0      -13.251       -12.319       -11.318      -10.301      -9.2902       -8.2963       -4.4717       -3.5639       -2.6835        -1.8358       -1.0352       -0.31371
    coh33:k=0.400149,b=0      -13.057       -12.161       -11.172      -10.154      -9.1435       -8.1496        -4.361       -3.4532       -2.5728        -1.7251      -0.92449       -0.20302
    coh34:k=0.412653,b=0      -12.872       -11.976       -11.013       -10.02      -9.0099        -8.016       -4.2521       -3.3508       -2.4705        -1.6227      -0.82213       -0.10067
    coh35:k=0.425158,b=0      -12.706       -11.811       -10.847      -9.8647      -8.8867       -7.8937       -4.1298        -3.246       -2.3755        -1.5277       -0.7271     -0.0056397
    coh36:k=0.437663,b=0      -12.557       -11.661       -10.698       -9.715       -8.737       -7.7732       -4.0173       -3.1335       -2.2751        -1.4392      -0.63857       0.082889
    coh37:k=0.450167,b=0      -12.415       -11.525       -10.562       -9.579       -8.601       -7.6371       -3.9133       -3.0295       -2.1711        -1.3432      -0.55583        0.16563
    coh38:k=0.462672,b=0      -12.245       -11.379       -10.437      -9.4545      -8.4765       -7.5127       -3.8169       -2.9331       -2.0747        -1.2468      -0.46383        0.24318
    coh39:k=0.475177,b=0      -12.093       -11.227       -10.294      -9.3402      -8.3622       -7.3983       -3.7271       -2.8433       -1.9849         -1.157      -0.37406        0.33227
    coh40:k=0.487681,b=0      -11.954       -11.088       -10.155      -9.2025      -8.2528       -7.2927       -3.6291       -2.7595       -1.9011        -1.0732       -0.2902        0.41612
    coh41:k=0.500186,b=0      -11.827       -10.962       -10.029      -9.0759      -8.1262       -7.1887       -3.5313       -2.6677       -1.8225       -0.99463      -0.21165        0.49468
    coh42:k=0.512691,b=0      -11.688       -10.845       -9.9123      -8.9596      -8.0099       -7.0724       -3.4402       -2.5766       -1.7364       -0.92084      -0.13785        0.56847
    coh43:k=0.525195,b=0      -11.546       -10.707       -9.8017      -8.8523      -7.9026       -6.9651       -3.3552       -2.4916       -1.6514       -0.83995     -0.068362        0.63796
    coh44:k=0.5377,b=0        -11.417       -10.578       -9.6727      -8.7464      -7.8033       -6.8658       -3.2757        -2.412       -1.5718       -0.76038     0.0078782        0.70356
    coh45:k=0.550204,b=0      -11.299        -10.46       -9.5545      -8.6281      -7.7031       -6.7734       -3.1963       -2.3373       -1.4971       -0.68566       0.08259        0.77623
    coh46:k=0.562709,b=0      -11.188       -10.351       -9.4455      -8.5191      -7.5941       -6.6796       -3.1102        -2.264       -1.4268       -0.61534       0.15291        0.84656
    coh47:k=0.575214,b=0      -11.057       -10.239       -9.3447      -8.4183      -7.4932       -6.5787       -3.0296       -2.1833       -1.3591       -0.54899       0.21926        0.91291
    coh48:k=0.587718,b=0      -10.937       -10.119       -9.2368      -8.3246      -7.3995        -6.485       -2.9539       -2.1077       -1.2834       -0.48626         0.282        0.97564
    coh49:k=0.600223,b=0      -10.826       -10.008       -9.1261      -8.2228      -7.3122       -6.3977       -2.8827       -2.0365       -1.2122       -0.41516       0.34143         1.0351
    coh50:k=0.612728,b=0      -10.723        -9.906       -9.0237      -8.1204      -7.2174        -6.316       -2.8144       -1.9694       -1.1451       -0.34804       0.40752         1.0915
    coh4497:k=56.2209,b=0      14.039        14.092        14.154       14.222       14.296        14.377        14.776        14.898         15.03         15.171        15.317         15.458
    coh4498:k=56.2334,b=0       14.04        14.093        14.154       14.222       14.297        14.377        14.776        14.899        15.031         15.172        15.318         15.458
    coh4499:k=56.2459,b=0      14.041        14.094        14.155       14.223       14.297        14.378        14.777          14.9        15.032         15.173        15.318         15.459
    coh4500:k=56.2584,b=0      14.041        14.095        14.156       14.224       14.298        14.379        14.778          14.9        15.033         15.174        15.319          15.46
    coh4501:k=56.2709,b=0      14.042        14.095        14.157       14.225       14.299         14.38        14.779        14.901        15.033         15.174         15.32         15.461
    coh4502:k=56.2834,b=0      14.043        14.096        14.158       14.226         14.3        14.381         14.78        14.902        15.034         15.175        15.321         15.462
    coh4503:k=56.2959,b=0      14.044        14.097        14.158       14.226       14.301        14.381         14.78        14.903        15.035         15.176        15.322         15.462
    coh4504:k=56.3084,b=0      14.045        14.098        14.159       14.227       14.301        14.382        14.781        14.904        15.036         15.177        15.322         15.463
    coh4505:k=56.3209,b=0      14.045        14.099         14.16       14.228       14.302        14.383        14.782        14.904        15.037         15.178        15.323         15.464
    coh4506:k=56.3334,b=0      14.046        14.099        14.161       14.229       14.303        14.384        14.783        14.905        15.037         15.178        15.324         15.465
    coh4507:k=56.3459,b=0      14.047          14.1        14.161       14.229       14.304        14.384        14.784        14.906        15.038         15.179        15.325         15.466
    coh4508:k=56.3584,b=0      14.048        14.101        14.162        14.23       14.305        14.385        14.784        14.907        15.039          15.18        15.325         15.466
    coh4509:k=56.371,b=0       14.049        14.102        14.163       14.231       14.305        14.386        14.785        14.907         15.04         15.181        15.326         15.467
    coh4510:k=56.3835,b=0      14.049        14.102        14.164       14.232       14.306        14.387        14.786        14.908         15.04         15.181        15.327         15.468
    coh4511:k=56.396,b=0        14.05        14.103        14.165       14.233       14.307        14.388        14.787        14.909        15.041         15.182        15.328         15.469
    coh4512:k=56.4085,b=0      14.051        14.104        14.165       14.233       14.308        14.388        14.787         14.91        15.042         15.183        15.329         15.469
    coh4513:k=56.421,b=0       14.052        14.105        14.166       14.234       14.308        14.389        14.788        14.911        15.043         15.184        15.329          15.47
    coh4514:k=56.4335,b=0      14.052        14.106        14.167       14.235       14.309         14.39        14.789        14.911        15.044         15.185         15.33         15.471
    coh4515:k=56.446,b=0       14.053        14.106        14.168       14.236        14.31        14.391         14.79        14.912        15.044         15.185        15.331         15.472
    coh4516:k=56.4585,b=0      14.054        14.107        14.168       14.236       14.311        14.391        14.791        14.913        15.045         15.186        15.332         15.473
    coh4517:k=56.471,b=0       14.055        14.108        14.169       14.237       14.311        14.392        14.791        14.914        15.046         15.187        15.332         15.473
    coh4518:k=56.4835,b=0      14.055        14.109         14.17       14.238       14.312        14.393        14.792        14.914        15.047         15.188        15.333         15.474
    coh4519:k=56.496,b=0       14.056        14.109        14.171       14.239       14.313        14.394        14.793        14.915        15.047         15.188        15.334         15.475
    coh4520:k=56.5085,b=0      14.057         14.11        14.171       14.239       14.314        14.394        14.794        14.916        15.048         15.189        15.335         15.476
    coh4521:k=56.521,b=0       14.058        14.111        14.172        14.24       14.314        14.395        14.794        14.917        15.049          15.19        15.335         15.476
    coh4522:k=56.5335,b=0      14.059        14.112        14.173       14.241       14.315        14.396        14.795        14.917         15.05         15.191        15.336         15.477
    coh4523:k=56.546,b=0       14.059        14.112        14.174       14.242       14.316        14.397        14.796        14.918         15.05         15.191        15.337         15.478
    coh4524:k=56.5585,b=0       14.06        14.113        14.174       14.242       14.317        14.397        14.797        14.919        15.051         15.192        15.338         15.479
    coh4525:k=56.571,b=0       14.061        14.114        14.175       14.243       14.317        14.398        14.797         14.92        15.052         15.193        15.338         15.479
    coh4526:k=56.5835,b=0      14.061        14.115        14.176       14.244       14.318        14.399        14.798         14.92        15.053         15.194        15.339          15.48
    coh4527:k=56.596,b=0       14.062        14.115        14.177       14.245       14.319          14.4        14.799        14.921        15.053         15.194         15.34         15.481
    coh4528:k=56.6085,b=0      14.063        14.116        14.177       14.245        14.32          14.4          14.8        14.922        15.054         15.195        15.341         15.482
    coh4529:k=56.621,b=0       14.064        14.117        14.178       14.246        14.32        14.401          14.8        14.923        15.055         15.196        15.341         15.482
    coh4530:k=56.6335,b=0      14.064        14.117        14.179       14.247       14.321        14.402        14.801        14.923        15.056         15.197        15.342         15.483
    coh4531:k=56.6461,b=0      14.065        14.118         14.18       14.248       14.322        14.403        14.802        14.924        15.056         15.197        15.343         15.484
    coh4532:k=56.6586,b=0      14.066        14.119         14.18       14.248       14.323        14.403        14.802        14.925        15.057         15.198        15.344         15.484
    coh4533:k=56.6711,b=0      14.067         14.12        14.181       14.249       14.323        14.404        14.803        14.926        15.058         15.199        15.344         15.485
    coh4534:k=56.6836,b=0      14.067         14.12        14.182        14.25       14.324        14.405        14.804        14.926        15.058         15.199        15.345         15.486
    coh4535:k=56.6961,b=0      14.068        14.121        14.182       14.251       14.325        14.405        14.805        14.927        15.059           15.2        15.346         15.487
    coh4536:k=56.7086,b=0      14.069        14.122        14.183       14.251       14.326        14.406        14.805        14.928         15.06         15.201        15.346         15.487
    coh4537:k=56.7211,b=0       14.07        14.123        14.184       14.252       14.326        14.407        14.806        14.928        15.061         15.202        15.347         15.488
    coh4538:k=56.7336,b=0       14.07        14.123        14.185       14.253       14.327        14.408        14.807        14.929        15.061         15.202        15.348         15.489
    coh4539:k=56.7461,b=0      14.071        14.124        14.185       14.253       14.328        14.408        14.807         14.93        15.062         15.203        15.349          15.49
    coh4540:k=56.7586,b=0      14.072        14.125        14.186       14.254       14.328        14.409        14.808        14.931        15.063         15.204        15.349          15.49
    coh4541:k=56.7711,b=0      14.072        14.125        14.187       14.255       14.329         14.41        14.809        14.931        15.063         15.204         15.35         15.491
    coh4542:k=56.7836,b=0      14.073        14.126        14.187       14.256        14.33         14.41         14.81        14.932        15.064         15.205        15.351         15.492
    coh4543:k=56.7961,b=0      14.074        14.127        14.188       14.256        14.33        14.411         14.81        14.933        15.065         15.206        15.351         15.492
    coh4544:k=56.8086,b=0      14.074        14.128        14.189       14.257       14.331        14.412        14.811        14.933        15.066         15.207        15.352         15.493
    coh4545:k=56.8211,b=0      14.075        14.128         14.19       14.258       14.332        14.413        14.812        14.934        15.066         15.207        15.353         15.494
    coh4546:k=56.8336,b=0      14.076        14.129         14.19       14.258       14.333        14.413        14.812        14.935        15.067         15.208        15.354         15.494

tb_pol_a
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                    0             0            0            0             0             0             0             0            0              0             0            0  
    coh2:k=0.0125046,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh3:k=0.0250093,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh4:k=0.0375139,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh5:k=0.0500186,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh6:k=0.0625232,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh7:k=0.0750279,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh8:k=0.0875325,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh9:k=0.100037,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh10:k=0.112542,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh11:k=0.125046,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh12:k=0.137551,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh13:k=0.150056,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh14:k=0.16256,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh15:k=0.175065,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh16:k=0.18757,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh17:k=0.200074,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh18:k=0.212579,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh19:k=0.225084,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh20:k=0.237588,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh21:k=0.250093,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh22:k=0.262598,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh23:k=0.275102,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh24:k=0.287607,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh25:k=0.300112,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh26:k=0.312616,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh27:k=0.325121,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh28:k=0.337625,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh29:k=0.35013,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh30:k=0.362635,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh31:k=0.375139,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh32:k=0.387644,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh33:k=0.400149,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh34:k=0.412653,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh35:k=0.425158,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh36:k=0.437663,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh37:k=0.450167,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh38:k=0.462672,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh39:k=0.475177,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh40:k=0.487681,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh41:k=0.500186,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh42:k=0.512691,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh43:k=0.525195,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh44:k=0.5377,b=0              0             0            0            0             0             0             0             0            0              0             0            0  
    coh45:k=0.550204,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh46:k=0.562709,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh47:k=0.575214,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh48:k=0.587718,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh49:k=0.600223,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh50:k=0.612728,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh4497:k=56.2209,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4498:k=56.2334,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4499:k=56.2459,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4500:k=56.2584,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4501:k=56.2709,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4502:k=56.2834,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4503:k=56.2959,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4504:k=56.3084,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4505:k=56.3209,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4506:k=56.3334,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4507:k=56.3459,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4508:k=56.3584,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4509:k=56.371,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4510:k=56.3835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4511:k=56.396,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4512:k=56.4085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4513:k=56.421,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4514:k=56.4335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4515:k=56.446,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4516:k=56.4585,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4517:k=56.471,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4518:k=56.4835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4519:k=56.496,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4520:k=56.5085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4521:k=56.521,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4522:k=56.5335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4523:k=56.546,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4524:k=56.5585,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4525:k=56.571,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4526:k=56.5835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4527:k=56.596,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4528:k=56.6085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4529:k=56.621,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4530:k=56.6335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4531:k=56.6461,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4532:k=56.6586,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4533:k=56.6711,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4534:k=56.6836,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4535:k=56.6961,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4536:k=56.7086,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4537:k=56.7211,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4538:k=56.7336,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4539:k=56.7461,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4540:k=56.7586,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4541:k=56.7711,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4542:k=56.7836,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4543:k=56.7961,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4544:k=56.8086,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4545:k=56.8211,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  
    coh4546:k=56.8336,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.873        39.111        37.03         34.708        32.066       29.183  

tb_pol_k
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                     0             0            0            0             0             0             0             0             0             0             0            0 
    coh2:k=0.0125046,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=0.0250093,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=0.0375139,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=0.0500186,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=0.0625232,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=0.0750279,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=0.0875325,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=0.100037,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=0.112542,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 
    coh11:k=0.125046,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 
    coh12:k=0.137551,b=0      0.080064      0.040032     0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032     0.040032 
    coh13:k=0.150056,b=0      0.080064      0.080064     0.080064     0.080064      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032     0.040032 
    coh14:k=0.16256,b=0       0.080064      0.080064     0.080064     0.080064      0.080064      0.080064      0.040032      0.040032      0.040032      0.040032      0.040032     0.040032 
    coh15:k=0.175065,b=0      0.080064      0.080064     0.080064     0.080064      0.080064      0.080064      0.080064      0.040032      0.040032      0.040032      0.040032     0.040032 
    coh16:k=0.18757,b=0       0.080064      0.080064     0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.040032      0.040032     0.040032 
    coh17:k=0.200074,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=0.212579,b=0        0.1201        0.1201     0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh19:k=0.225084,b=0        0.1201        0.1201       0.1201       0.1201      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh20:k=0.237588,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh21:k=0.250093,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh22:k=0.262598,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201        0.1201      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh23:k=0.275102,b=0       0.16013        0.1201       0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201      0.080064      0.080064     0.080064 
    coh24:k=0.287607,b=0       0.16013       0.16013      0.16013       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201      0.080064     0.080064 
    coh25:k=0.300112,b=0       0.16013       0.16013      0.16013      0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh26:k=0.312616,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh27:k=0.325121,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh28:k=0.337625,b=0       0.20016       0.16013      0.16013      0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh29:k=0.35013,b=0        0.20016       0.20016      0.20016      0.16013       0.16013       0.16013       0.16013       0.16013        0.1201        0.1201        0.1201       0.1201 
    coh30:k=0.362635,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.16013       0.16013       0.16013       0.16013        0.1201        0.1201       0.1201 
    coh31:k=0.375139,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013       0.1201 
    coh32:k=0.387644,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh33:k=0.400149,b=0       0.24019       0.24019      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh34:k=0.412653,b=0       0.24019       0.24019      0.24019      0.20016       0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh35:k=0.425158,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.20016       0.20016       0.20016       0.16013       0.16013       0.16013      0.16013 
    coh36:k=0.437663,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.16013       0.16013      0.16013 
    coh37:k=0.450167,b=0       0.28022       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.16013      0.16013 
    coh38:k=0.462672,b=0       0.28022       0.28022      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.16013 
    coh39:k=0.475177,b=0       0.28022       0.28022      0.28022      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh40:k=0.487681,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh41:k=0.500186,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.20016       0.20016       0.20016      0.20016 
    coh42:k=0.512691,b=0       0.32026       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.20016       0.20016      0.20016 
    coh43:k=0.525195,b=0       0.32026       0.32026      0.32026      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.20016      0.20016 
    coh44:k=0.5377,b=0         0.32026       0.32026      0.32026      0.32026       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.20016 
    coh45:k=0.550204,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh46:k=0.562709,b=0       0.36029       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.24019       0.24019       0.24019      0.24019 
    coh47:k=0.575214,b=0       0.36029       0.36029      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.24019       0.24019      0.24019 
    coh48:k=0.587718,b=0       0.36029       0.36029      0.36029      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.24019       0.24019      0.24019 
    coh49:k=0.600223,b=0       0.36029       0.36029      0.36029      0.36029       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.24019      0.24019 
    coh50:k=0.612728,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022      0.24019 
    coh4497:k=56.2209,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4498:k=56.2334,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4499:k=56.2459,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4500:k=56.2584,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4501:k=56.2709,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4502:k=56.2834,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4503:k=56.2959,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4504:k=56.3084,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4505:k=56.3209,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4506:k=56.3334,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4507:k=56.3459,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4508:k=56.3584,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4509:k=56.371,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4510:k=56.3835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4511:k=56.396,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4512:k=56.4085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4513:k=56.421,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4514:k=56.4335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4515:k=56.446,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4516:k=56.4585,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4517:k=56.471,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4518:k=56.4835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4519:k=56.496,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4520:k=56.5085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4521:k=56.521,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4522:k=56.5335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4523:k=56.546,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4524:k=56.5585,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4525:k=56.571,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4526:k=56.5835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4527:k=56.596,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4528:k=56.6085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4529:k=56.621,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4530:k=56.6335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4531:k=56.6461,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4532:k=56.6586,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4533:k=56.6711,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4534:k=56.6836,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4535:k=56.6961,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4536:k=56.7086,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4537:k=56.7211,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4538:k=56.7336,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4539:k=56.7461,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4540:k=56.7586,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4541:k=56.7711,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4542:k=56.7836,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4543:k=56.7961,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4544:k=56.8086,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4545:k=56.8211,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 
    coh4546:k=56.8336,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1273        10.889         12.97        15.292        17.934       20.817 

tb_pol_w
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0,b=0                     0             0            0            0             0             0             0             0             0             0             0            0 
    coh2:k=0.0125046,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=0.0250093,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=0.0375139,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=0.0500186,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=0.0625232,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=0.0750279,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=0.0875325,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=0.100037,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=0.112542,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 
    coh11:k=0.125046,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 
    coh12:k=0.137551,b=0      0.080064      0.040032     0.040032     0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032     0.040032 
    coh13:k=0.150056,b=0      0.080064      0.080064     0.080064     0.080064      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032      0.040032     0.040032 
    coh14:k=0.16256,b=0       0.080064      0.080064     0.080064     0.080064      0.080064      0.080064      0.040032      0.040032      0.040032      0.040032      0.040032     0.040032 
    coh15:k=0.175065,b=0      0.080064      0.080064     0.080064     0.080064      0.080064      0.080064      0.080064      0.040032      0.040032      0.040032      0.040032     0.040032 
    coh16:k=0.18757,b=0       0.080064      0.080064     0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.040032      0.040032     0.040032 
    coh17:k=0.200074,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=0.212579,b=0        0.1201        0.1201     0.080064     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh19:k=0.225084,b=0        0.1201        0.1201       0.1201       0.1201      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh20:k=0.237588,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh21:k=0.250093,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh22:k=0.262598,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201        0.1201      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh23:k=0.275102,b=0       0.16013        0.1201       0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201      0.080064      0.080064     0.080064 
    coh24:k=0.287607,b=0       0.16013       0.16013      0.16013       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201      0.080064     0.080064 
    coh25:k=0.300112,b=0       0.16013       0.16013      0.16013      0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh26:k=0.312616,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh27:k=0.325121,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh28:k=0.337625,b=0       0.20016       0.16013      0.16013      0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh29:k=0.35013,b=0        0.20016       0.20016      0.20016      0.16013       0.16013       0.16013       0.16013       0.16013        0.1201        0.1201        0.1201       0.1201 
    coh30:k=0.362635,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.16013       0.16013       0.16013       0.16013        0.1201        0.1201       0.1201 
    coh31:k=0.375139,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013       0.1201 
    coh32:k=0.387644,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh33:k=0.400149,b=0       0.24019       0.24019      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh34:k=0.412653,b=0       0.24019       0.24019      0.24019      0.20016       0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh35:k=0.425158,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.20016       0.20016       0.20016       0.16013       0.16013       0.16013      0.16013 
    coh36:k=0.437663,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.16013       0.16013      0.16013 
    coh37:k=0.450167,b=0       0.28022       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.16013      0.16013 
    coh38:k=0.462672,b=0       0.28022       0.28022      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.16013 
    coh39:k=0.475177,b=0       0.28022       0.28022      0.28022      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh40:k=0.487681,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh41:k=0.500186,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.20016       0.20016       0.20016      0.20016 
    coh42:k=0.512691,b=0       0.32026       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.20016       0.20016      0.20016 
    coh43:k=0.525195,b=0       0.32026       0.32026      0.32026      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.20016      0.20016 
    coh44:k=0.5377,b=0         0.32026       0.32026      0.32026      0.32026       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.20016 
    coh45:k=0.550204,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh46:k=0.562709,b=0       0.36029       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.24019       0.24019       0.24019      0.24019 
    coh47:k=0.575214,b=0       0.36029       0.36029      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.24019       0.24019      0.24019 
    coh48:k=0.587718,b=0       0.36029       0.36029      0.36029      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.24019       0.24019      0.24019 
    coh49:k=0.600223,b=0       0.36029       0.36029      0.36029      0.36029       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.24019      0.24019 
    coh50:k=0.612728,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022      0.24019 
    coh4497:k=56.2209,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4498:k=56.2334,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4499:k=56.2459,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4500:k=56.2584,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4501:k=56.2709,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4502:k=56.2834,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4503:k=56.2959,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4504:k=56.3084,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4505:k=56.3209,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4506:k=56.3334,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4507:k=56.3459,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4508:k=56.3584,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4509:k=56.371,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4510:k=56.3835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4511:k=56.396,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4512:k=56.4085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4513:k=56.421,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4514:k=56.4335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4515:k=56.446,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4516:k=56.4585,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4517:k=56.471,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4518:k=56.4835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4519:k=56.496,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4520:k=56.5085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4521:k=56.521,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4522:k=56.5335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4523:k=56.546,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4524:k=56.5585,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4525:k=56.571,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4526:k=56.5835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4527:k=56.596,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4528:k=56.6085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4529:k=56.621,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4530:k=56.6335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4531:k=56.6461,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4532:k=56.6586,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4533:k=56.6711,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4534:k=56.6836,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4535:k=56.6961,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4536:k=56.7086,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4537:k=56.7211,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4538:k=56.7336,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4539:k=56.7461,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4540:k=56.7586,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4541:k=56.7711,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4542:k=56.7836,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4543:k=56.7961,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4544:k=56.8086,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4545:k=56.8211,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4546:k=56.8336,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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Elapsed time is 64.077184 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         404.39      522.26             1             1             1             1             1             1             1           1           1           1           1             1             1             1             1
    iter=2         310.62      4645.6       0.96315       0.95612        0.9482       0.93874       0.92609        0.9119       0.89529     0.87473     0.85031     0.82105      0.7863        0.7445       0.69545       0.63781       0.57545
    iter=3         257.38      1544.5         0.609       0.78575       0.55455       0.64441       0.57677       0.69633       0.77508     0.72943     0.72756     0.74054     0.71128        0.7313       0.70799        0.6729       0.63407
    iter=4         219.01      755.97       0.54718       0.57149       0.53091       0.65145       0.60999        0.5639       0.70359     0.62407     0.63374     0.70337     0.73735       0.69424       0.70458       0.69776       0.67796
    iter=5         189.22      449.25       0.52387        0.5374       0.52365       0.63033       0.56632       0.54015       0.61626     0.63869     0.67422     0.60031     0.64936       0.65255       0.63979       0.63616       0.60119
    iter=6         165.18      297.48        0.5132       0.52508       0.51518       0.61329         0.565       0.53091       0.56863     0.61956     0.65035     0.57325     0.58766       0.61428        0.5782        0.5694       0.55092
    iter=7         145.29      211.02       0.50286       0.50748       0.51892       0.57798       0.55851       0.52596       0.53773     0.59459      0.6222     0.55125     0.54729       0.57292       0.53806       0.53388       0.51397
    iter=8         128.56      157.08       0.49659       0.50506       0.51298       0.56346       0.55994       0.52717       0.52321      0.5826     0.59294     0.53938     0.52068       0.54806       0.51837       0.51716        0.5154
    iter=9          114.3      121.09       0.48636        0.4989       0.52574       0.54322        0.5573       0.53982       0.51221     0.54168     0.57688      0.5297       0.511       0.54949       0.52486       0.52079       0.52255
    iter=10        102.03      95.811       0.48262       0.48801       0.50561       0.52893       0.56148        0.5352       0.51782     0.55675     0.57567     0.54147     0.50418       0.53245       0.52178       0.52948       0.52871
    iter=11        91.375      77.498       0.47536       0.47855       0.50759       0.51441       0.52871       0.50209       0.50572     0.54037     0.57501     0.53377      0.5055        0.5584       0.52684       0.52761       0.52717
    iter=12         82.07      63.722       0.46601       0.46755       0.51991       0.51485       0.51529       0.50033       0.49208     0.50429     0.54652     0.51595     0.50726       0.54136        0.5385       0.52805        0.5242
    iter=13        73.897      53.116       0.45381       0.45821       0.52453       0.50132       0.52849       0.51474       0.48449     0.49703     0.51936     0.50462      0.5011       0.52783       0.51881       0.52167       0.52915
    iter=14        66.682      44.625       0.43918       0.45183        0.5176       0.50352       0.53509       0.51111       0.48372     0.51771     0.55499     0.50847     0.49043       0.52497       0.50847       0.51749       0.51177
    iter=15        60.289      37.815       0.42697       0.43874       0.49505       0.45919       0.53069       0.49956       0.46821     0.54147     0.53707     0.51089     0.48196        0.5275        0.5011       0.50341        0.5099
    iter=16        54.602      32.298       0.41795        0.4251       0.47041       0.46117         0.511       0.48713       0.45326     0.53652      0.5374     0.49417     0.47712         0.511       0.48933       0.49483       0.50484
    iter=17        49.529      27.748       0.41146       0.40497       0.45106        0.4648       0.49351       0.46183       0.44908     0.52409     0.55587     0.47195     0.46799       0.50077       0.48086       0.48317        0.4879
    iter=18        44.991      24.025       0.40057       0.38946       0.43236       0.44732       0.46392       0.44842       0.43676      0.4978     0.53179     0.45941     0.45897       0.48581       0.47052       0.47404       0.48009
    iter=19        40.922      20.965       0.38649       0.37242       0.39969         0.446       0.43764       0.43049       0.42059     0.48493     0.51254     0.44391     0.45293       0.46788       0.45996       0.47173       0.46942
    iter=20        37.266      18.371       0.37385       0.35768       0.37176       0.41663       0.41256        0.4042       0.40178     0.45557     0.49373      0.4185     0.44028        0.4537       0.43786       0.46766       0.45788
    iter=21        33.975      16.234        0.3524       0.34085       0.35944       0.39364       0.39298        0.3756       0.39441     0.44105     0.47327     0.39551     0.43027       0.44281       0.42741       0.44732        0.4537
    iter=22        31.007      14.345       0.33095       0.31764       0.34954       0.38165       0.36318       0.35273       0.38264     0.41828     0.46271     0.38066     0.42257       0.42488       0.41509       0.44127       0.44336
    iter=23        28.327      12.791       0.31203       0.30059        0.3414       0.36285       0.34052       0.33876       0.35306     0.38275     0.45282     0.36725     0.40871       0.40321       0.39804        0.4141       0.43775
    iter=24        25.904      11.389       0.28531       0.27992       0.32611       0.35493       0.32567       0.31973       0.33656     0.36021     0.44226     0.34701     0.39287       0.38671       0.37692       0.40244       0.42884
    iter=25        23.709      10.155       0.26485        0.2577       0.31225       0.33832       0.30598       0.30246       0.31709     0.33304     0.42675     0.33106     0.36846       0.36857       0.36835       0.37451       0.39254
    iter=26         21.72       9.282       0.24428       0.23779       0.28641       0.32303       0.28311        0.2841       0.29267     0.31126     0.40783     0.31654     0.35108       0.35108       0.37549       0.37418       0.38737
    iter=27        19.914      8.3133       0.21876       0.21579       0.26276       0.30774       0.25682        0.2621       0.27849      0.2896     0.38594     0.29729     0.33568        0.3337       0.34536       0.34723       0.35438
    iter=28        18.275      7.5123       0.19325        0.1927       0.23152        0.2885       0.22976       0.23119       0.25682     0.26639     0.36439     0.29751     0.31126       0.31214       0.31764       0.33986        0.3557
    iter=29        16.784      6.7731       0.17048       0.16685       0.20414       0.26199       0.20359        0.2037       0.22943     0.24131     0.33711      0.2863     0.29125        0.2919       0.30103       0.31258       0.34129
    iter=30        15.427      6.0741       0.15112       0.14881       0.17609        0.2401       0.17785       0.17873       0.20832     0.21062     0.29751     0.26815     0.28652       0.28619       0.27409       0.30103       0.29806
    iter=31        14.191      5.6353       0.12956       0.12956       0.15178       0.22096       0.16652       0.15552       0.17895     0.19369     0.27112     0.22833      0.2445       0.25638       0.25682       0.30741       0.29432
    iter=32        13.065      5.1804       0.11791       0.11747       0.13451       0.19589        0.1454       0.13979       0.15717     0.17422     0.25088      0.2081     0.25924       0.22866       0.26353       0.27695        0.2676
    iter=33        12.038      4.9996      0.099978       0.10482        0.1145        0.1806          0.13       0.12363       0.14034     0.15167     0.21095      0.1839     0.22063       0.20755       0.28036       0.28168       0.27816
    iter=34          11.1      4.5318      0.088429      0.088429      0.099978       0.16498       0.11989       0.11428        0.1267     0.13121     0.19248     0.16025     0.24175       0.19314       0.25242       0.23075       0.24692
    iter=35        10.243      4.1798       0.08128       0.08018      0.088319       0.15222       0.10152        0.1024       0.11901     0.11857     0.16905     0.14914     0.23482       0.18203       0.23625       0.21414       0.23064
    iter=36        9.4598       3.676      0.069402      0.068852      0.079081       0.14397      0.092719      0.089969       0.10185     0.10713     0.15013     0.13308     0.19369       0.17169       0.19699       0.18577       0.18335
    iter=37        8.7431       3.541      0.061483      0.061703      0.066102       0.12725        0.0837      0.078201      0.093489    0.099318     0.13561     0.11956     0.17708       0.15233       0.17532       0.20996       0.19875
    iter=38        8.0868      3.2074      0.053784      0.054223      0.059503       0.11879      0.071051      0.068852       0.08172    0.093049      0.1211     0.10053     0.18588       0.14562       0.16399       0.17543       0.17961
    iter=39        7.4855       3.123      0.047844      0.047404      0.050594      0.099428      0.071821      0.059063      0.072041     0.08227     0.10482    0.091289     0.17686       0.15838       0.17884       0.16388       0.17477
    iter=40         6.934      2.8322      0.040475      0.040585      0.045205      0.089309      0.056423      0.059173      0.071161    0.075451    0.096788     0.08645     0.15739       0.11582       0.13836       0.14716       0.17576
    iter=41        6.4279      2.8215      0.035306      0.037945      0.039815       0.08172      0.050594      0.048174      0.060163    0.064892    0.089529    0.071931     0.11659       0.13187       0.12549       0.15189       0.19116
    iter=42         5.963      2.5688      0.032336      0.031126      0.035746      0.069292      0.043115      0.044105      0.047844    0.060383    0.078201    0.059503     0.12703       0.11351       0.11428        0.1112       0.16047
    iter=43        5.5356      2.4149      0.027937      0.028047      0.031236      0.063132      0.040915      0.036516      0.048174    0.050264    0.065552    0.061483     0.12099       0.08139       0.10427       0.10229        0.1586
    iter=44        5.1424      2.2069      0.022987      0.024307      0.026067      0.055543      0.031566      0.031126      0.037835    0.046964    0.056093    0.054553    0.075121      0.078531      0.088099      0.088649       0.13968
    iter=45        4.7804      2.0557      0.021777      0.021887      0.024197      0.042565      0.030906      0.027937      0.032776    0.045864    0.054223    0.048944    0.067642      0.065882      0.076331       0.08535       0.12538
    iter=46        4.4467      2.1056      0.018258      0.018588      0.021557      0.043005      0.026727      0.024197      0.030246    0.035856    0.045974    0.042345    0.093049      0.072041      0.067092      0.078311       0.13396
    iter=47         4.139      1.8225      0.015948      0.016718      0.018258      0.037286      0.019468      0.021997      0.027607    0.029037    0.042675     0.08018    0.056863      0.060933      0.062033      0.067642       0.10416
    iter=48        3.8549      1.8472      0.013748      0.014298      0.015508      0.030906      0.020788      0.018478      0.020678    0.031456    0.036846     0.08161     0.08073      0.052464      0.047184      0.061813      0.088979
    iter=49        3.5924      1.6008      0.012209      0.011989      0.015728      0.023427      0.018918      0.017268      0.023207    0.024417    0.030906    0.034756    0.043665      0.054333      0.046414      0.054993       0.08216
    iter=50        3.3497      1.4486      0.011439      0.010559      0.010119      0.024747      0.015178      0.015508      0.017378    0.019358    0.025627    0.029366    0.040805      0.045315      0.038385      0.046854      0.067202
    iter=95        0.1879      0.1494             0             0             0             0    0.00010999    0.00010999             0           0           0           0           0             0    0.00076991             0    0.00076991
    iter=96        0.1766     0.13868    0.00010999             0    0.00010999             0             0             0             0           0           0           0           0    0.00065992             0             0             0
    iter=97       0.16598    0.040032    0.00010999             0             0             0             0             0    0.00010999           0           0           0           0             0             0             0             0
    iter=98         0.156           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=99       0.14662    0.040032             0             0             0             0             0             0             0           0           0           0           0             0    0.00010999             0             0
    iter=100      0.13781     0.13868             0             0             0             0             0             0             0           0           0           0           0             0             0             0    0.00065992
    iter=101      0.12953           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=102      0.12174           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=103      0.11443           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=104      0.10755    0.040032             0             0             0             0    0.00010999             0             0           0           0           0           0             0             0    0.00010999             0
    iter=105      0.10109    0.040032             0    0.00010999             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=106     0.095022           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=107     0.089316           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=108     0.083952           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=109     0.078911           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=110     0.074173    0.040032             0             0             0             0             0             0             0           0           0           0           0             0             0             0    0.00010999
    iter=111      0.06972           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=112     0.065535           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=113       0.0616           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=114     0.057903     0.13868             0             0             0    0.00065992             0             0             0           0           0           0           0             0             0             0    0.00010999
    iter=115     0.054427           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=116      0.05116           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=117     0.048089           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=118     0.045203    0.040032             0             0    0.00010999             0             0             0             0           0           0           0           0             0             0             0             0
    iter=119      0.04249           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=120      0.03994           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=121     0.037543           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=122      0.03529           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=123     0.033172           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=124     0.031181           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=125      0.02931           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=126     0.027551           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=127     0.025898           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=128     0.024344           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=129     0.022883           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=130      0.02151           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=131     0.020219           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=132     0.019006           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=133     0.017865           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=134     0.016793           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=135     0.015786           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=136     0.014839           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=137     0.013948           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=138     0.013111           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=139     0.012325           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=140     0.011585           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=141      0.01089           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=142     0.010236           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=143    0.0096223           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0
    iter=144    0.0090449           0             0             0             0             0             0             0             0           0           0           0           0             0             0             0             0

tb_val
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.2,b=0            -7.7787       -7.3063        -6.782      -6.2277      -5.6552        -5.0697       -2.6427       -2.0237       -1.4049      -0.79243      -0.19995      0.34443 
    coh2:k=0.212505,b=0        -7.594       -7.1217       -6.5973      -6.0431      -5.4705         -4.885        -2.458        -1.839       -1.2203      -0.60775     -0.015262      0.52911 
    coh3:k=0.225009,b=0       -7.4284        -6.956       -6.4317      -5.8774      -5.3049        -4.7194       -2.2924       -1.6734       -1.0546      -0.44213       0.15036      0.69474 
    coh4:k=0.237514,b=0       -7.2788       -6.8064        -6.282      -5.7278      -5.1552        -4.5698       -2.1428       -1.5238      -0.90501      -0.29249           0.3      0.84437 
    coh5:k=0.250019,b=0        -7.105       -6.6283       -6.1003      -5.5436      -4.9697        -4.3838       -1.9657       -1.3513      -0.73767      -0.13084        0.4556      0.99393 
    coh6:k=0.262523,b=0       -6.9358       -6.4591       -5.9311      -5.3744      -4.8005        -4.2146       -1.7965       -1.1821      -0.56848      0.038352       0.62479       1.1631 
    coh7:k=0.275028,b=0       -6.7831       -6.3065       -5.7784      -5.2217      -4.6479        -4.0619       -1.6438       -1.0294      -0.41584       0.19099       0.77743       1.3158 
    coh8:k=0.287533,b=0       -6.6445       -6.1679       -5.6398      -5.0831      -4.5092        -3.9233       -1.5052      -0.89081      -0.27721       0.32962       0.91605       1.4544 
    coh9:k=0.300037,b=0       -6.5179       -6.0412       -5.5132      -4.9565      -4.3826        -3.7967       -1.3786      -0.76418      -0.15058       0.45625        1.0427        1.581 
    coh10:k=0.312542,b=0      -6.4016        -5.925       -5.3969      -4.8402      -4.2663        -3.6804       -1.2623      -0.64791     -0.034313       0.57252         1.159       1.6973 
    coh11:k=0.325046,b=0      -6.2897       -5.8144       -5.2886       -4.733      -4.1591        -3.5732       -1.1551      -0.54066      0.072937       0.67977        1.2662       1.8045 
    coh12:k=0.337551,b=0      -6.1608       -5.6855       -5.1597       -4.606      -4.0357         -3.454       -1.0554      -0.44132       0.17228       0.77911        1.3655       1.9039 
    coh13:k=0.350056,b=0      -6.0426       -5.5673       -5.0415      -4.4877      -3.9175        -3.3357      -0.93716      -0.32896       0.27787       0.87768        1.4579       1.9962 
    coh14:k=0.36256,b=0       -5.9336       -5.4583       -4.9325      -4.3788      -3.8085        -3.2268      -0.82819      -0.21999       0.38684       0.98665        1.5662       2.0982 
    coh15:k=0.375065,b=0      -5.8328       -5.3575       -4.8316      -4.2779      -3.7077        -3.1259      -0.72734      -0.11914       0.48769        1.0875         1.667        2.199 
    coh16:k=0.38757,b=0       -5.7391       -5.2638       -4.7379      -4.1842       -3.614        -3.0322      -0.63364     -0.025441       0.58139        1.1812        1.7607       2.2927 
    coh17:k=0.400074,b=0      -5.6442        -5.172       -4.6502      -4.0969      -3.5266        -2.9449       -0.5463      0.061904       0.66873        1.2685        1.8481       2.3801 
    coh18:k=0.412579,b=0      -5.5418       -5.0696       -4.5477      -3.9985      -3.4331        -2.8565      -0.46462       0.14359       0.75042        1.3502        1.9298       2.4617 
    coh19:k=0.425084,b=0      -5.4467       -4.9746       -4.4527      -3.9034       -3.338        -2.7614      -0.38678       0.22019       0.82702        1.4268        2.0064       2.5383 
    coh20:k=0.437588,b=0      -5.3581        -4.886       -4.3641      -3.8149      -3.2494        -2.6728      -0.29822       0.30382       0.90442        1.4989        2.0784       2.6104 
    coh21:k=0.450093,b=0      -5.2754       -4.8032       -4.2813      -3.7321      -3.1667        -2.5901      -0.21545        0.3866       0.98719        1.5807        2.1541       2.6804 
    coh22:k=0.462598,b=0      -5.1978       -4.7257       -4.2038      -3.6545      -3.0891        -2.5125      -0.13786       0.46418        1.0648        1.6583        2.2317        2.758 
    coh23:k=0.475102,b=0      -5.1083       -4.6407       -4.1237      -3.5795      -3.0162        -2.4396     -0.064943        0.5371        1.1377        1.7312        2.3046       2.8309 
    coh24:k=0.487607,b=0      -5.0244       -4.5568       -4.0398      -3.4956      -2.9353         -2.364     0.0037566        0.6058        1.2064        1.7999        2.3733       2.8996 
    coh25:k=0.500112,b=0      -4.9458       -4.4782       -3.9612       -3.417      -2.8567        -2.2854      0.068631       0.67067        1.2713        1.8648        2.4382       2.9645 
    coh26:k=0.512616,b=0       -4.872       -4.4044       -3.8874      -3.3432      -2.7829        -2.2116       0.13941       0.73506        1.3327        1.9262        2.4995       3.0259 
    coh27:k=0.525121,b=0      -4.8025       -4.3349       -3.8179      -3.2737      -2.7134        -2.1421       0.20893       0.80458        1.3989        1.9864        2.5578       3.0841 
    coh28:k=0.537625,b=0      -4.7255       -4.2624       -3.7503       -3.208      -2.6478        -2.0765       0.27454       0.87019        1.4645         2.052        2.6197       3.1409 
    coh29:k=0.55013,b=0       -4.6508       -4.1877       -3.6755      -3.1365      -2.5817        -2.0144       0.33661       0.93226        1.5266        2.1141        2.6818        3.203 
    coh30:k=0.562635,b=0      -4.5804       -4.1173       -3.6052      -3.0662      -2.5113        -1.9456       0.39544       0.99109        1.5854        2.1729        2.7406       3.2618 
    coh31:k=0.575139,b=0       -4.514        -4.051       -3.5388      -2.9998      -2.4449        -1.8793        0.4513        1.0469        1.6413        2.2288        2.7965       3.3177 
    coh32:k=0.587644,b=0      -4.4513       -3.9882       -3.4761       -2.937      -2.3822        -1.8165       0.51116        1.1011        1.6944        2.2819        2.8496       3.3708 
    coh33:k=0.600149,b=0      -4.3822       -3.9236       -3.4163      -2.8776      -2.3227         -1.757       0.57061        1.1606        1.7493        2.3325        2.9002       3.4215 
    coh34:k=0.612653,b=0      -4.3151       -3.8564       -3.3491      -2.8152      -2.2658        -1.7006       0.62705         1.217        1.8057        2.3878        2.9502       3.4698 
    coh35:k=0.625158,b=0      -4.2516        -3.793       -3.2857      -2.7518      -2.2023        -1.6422       0.68071        1.2707        1.8594        2.4414        3.0039       3.5203 
    coh36:k=0.637663,b=0      -4.1915       -3.7329       -3.2256      -2.6917      -2.1422        -1.5821       0.73182        1.3218        1.9105        2.4925         3.055       3.5714 
    coh37:k=0.650167,b=0      -4.1345       -3.6758       -3.1685      -2.6347      -2.0852         -1.525       0.78058        1.3705        1.9593        2.5413        3.1037       3.6201 
    coh38:k=0.662672,b=0      -4.0704       -3.6161       -3.1136      -2.5805       -2.031        -1.4708       0.83464        1.4192        2.0058        2.5879        3.1503       3.6667 
    coh39:k=0.675177,b=0      -4.0097       -3.5553       -3.0529      -2.5241      -1.9794        -1.4192       0.88625        1.4708        2.0543        2.6324        3.1949       3.7113 
    coh40:k=0.687681,b=0       -3.952       -3.4977       -2.9952      -2.4664      -1.9222        -1.3674       0.93546          1.52        2.1035        2.6803        3.2378       3.7539 
    coh41:k=0.700186,b=0      -3.8973       -3.4429       -2.9405      -2.4117      -1.8674        -1.3126       0.98246         1.567        2.1505        2.7273        3.2848       3.7967 
    coh42:k=0.712691,b=0      -3.8432       -3.3908       -2.8884      -2.3596      -1.8153        -1.2605        1.0274         1.612        2.1954        2.7722        3.3297       3.8417 
    coh43:k=0.725195,b=0      -3.7849       -3.3345       -2.8366      -2.3099      -1.7656        -1.2108        1.0733         1.655        2.2385        2.8153        3.3728       3.8847 
    coh44:k=0.7377,b=0        -3.7296       -3.2792       -2.7813      -2.2574      -1.7182        -1.1634        1.1207        1.7001        2.2797        2.8565         3.414        3.926 
    coh45:k=0.750204,b=0       -3.677       -3.2266       -2.7286      -2.2047      -1.6656         -1.116        1.1661        1.7455        2.3238        2.8962        3.4536       3.9656 
    coh46:k=0.762709,b=0      -3.6268       -3.1764       -2.6785      -2.1546      -1.6155        -1.0659        1.2095        1.7889        2.3672        2.9391         3.492       4.0036 
    coh47:k=0.775214,b=0      -3.5743       -3.1279       -2.6306      -2.1067      -1.5676         -1.018        1.2511        1.8305        2.4088        2.9807        3.5336       4.0414 
    coh48:k=0.787718,b=0      -3.5211       -3.0748       -2.5813       -2.061      -1.5218       -0.97225        1.2913        1.8704        2.4488        3.0207        3.5735       4.0813 
    coh49:k=0.800223,b=0      -3.4705       -3.0242       -2.5307      -2.0115      -1.4773       -0.92846        1.3351        1.9094        2.4871         3.059        3.6119       4.1197 
    coh50:k=0.812728,b=0      -3.4222       -2.9758       -2.4824      -1.9632      -1.4289       -0.88433         1.377        1.9514        2.5249        3.0959        3.6488       4.1566 
    coh4497:k=56.4209,b=0      14.732         14.78        14.835       14.897       14.964         15.037        15.398        15.509         15.63        15.758        15.892       16.021 
    coh4498:k=56.4334,b=0      14.733        14.781        14.836       14.897       14.964         15.037        15.399         15.51         15.63        15.759        15.893       16.022 
    coh4499:k=56.4459,b=0      14.733        14.781        14.837       14.898       14.965         15.038          15.4        15.511        15.631         15.76        15.893       16.023 
    coh4500:k=56.4584,b=0      14.734        14.782        14.837       14.899       14.966         15.039          15.4        15.512        15.632        15.761        15.894       16.024 
    coh4501:k=56.4709,b=0      14.735        14.783        14.838         14.9       14.967          15.04        15.401        15.512        15.633        15.761        15.895       16.024 
    coh4502:k=56.4834,b=0      14.736        14.784        14.839         14.9       14.967          15.04        15.402        15.513        15.633        15.762        15.896       16.025 
    coh4503:k=56.4959,b=0      14.737        14.784         14.84       14.901       14.968         15.041        15.403        15.514        15.634        15.763        15.896       16.026 
    coh4504:k=56.5084,b=0      14.737        14.785         14.84       14.902       14.969         15.042        15.403        15.515        15.635        15.764        15.897       16.027 
    coh4505:k=56.5209,b=0      14.738        14.786        14.841       14.903        14.97         15.043        15.404        15.515        15.636        15.764        15.898       16.027 
    coh4506:k=56.5334,b=0      14.739        14.787        14.842       14.903        14.97         15.043        15.405        15.516        15.636        15.765        15.899       16.028 
    coh4507:k=56.5459,b=0       14.74        14.787        14.843       14.904       14.971         15.044        15.406        15.517        15.637        15.766        15.899       16.029 
    coh4508:k=56.5584,b=0       14.74        14.788        14.843       14.905       14.972         15.045        15.406        15.518        15.638        15.767          15.9        16.03 
    coh4509:k=56.571,b=0       14.741        14.789        14.844       14.906       14.973         15.046        15.407        15.518        15.639        15.767        15.901        16.03 
    coh4510:k=56.5835,b=0      14.742         14.79        14.845       14.906       14.973         15.046        15.408        15.519        15.639        15.768        15.902       16.031 
    coh4511:k=56.596,b=0       14.743         14.79        14.846       14.907       14.974         15.047        15.409         15.52         15.64        15.769        15.902       16.032 
    coh4512:k=56.6085,b=0      14.743        14.791        14.846       14.908       14.975         15.048        15.409        15.521        15.641         15.77        15.903       16.033 
    coh4513:k=56.621,b=0       14.744        14.792        14.847       14.909       14.976         15.049         15.41        15.521        15.642         15.77        15.904       16.033 
    coh4514:k=56.6335,b=0      14.745        14.793        14.848       14.909       14.976         15.049        15.411        15.522        15.642        15.771        15.904       16.034 
    coh4515:k=56.646,b=0       14.745        14.793        14.849        14.91       14.977          15.05        15.412        15.523        15.643        15.772        15.905       16.035 
    coh4516:k=56.6585,b=0      14.746        14.794        14.849       14.911       14.978         15.051        15.412        15.524        15.644        15.773        15.906       16.036 
    coh4517:k=56.671,b=0       14.747        14.795         14.85       14.912       14.979         15.052        15.413        15.524        15.645        15.773        15.907       16.036 
    coh4518:k=56.6835,b=0      14.748        14.795        14.851       14.912       14.979         15.052        15.414        15.525        15.645        15.774        15.907       16.037 
    coh4519:k=56.696,b=0       14.748        14.796        14.852       14.913        14.98         15.053        15.415        15.526        15.646        15.775        15.908       16.038 
    coh4520:k=56.7085,b=0      14.749        14.797        14.852       14.914       14.981         15.054        15.415        15.526        15.647        15.775        15.909       16.038 
    coh4521:k=56.721,b=0        14.75        14.798        14.853       14.914       14.981         15.054        15.416        15.527        15.647        15.776         15.91       16.039 
    coh4522:k=56.7335,b=0       14.75        14.798        14.854       14.915       14.982         15.055        15.417        15.528        15.648        15.777         15.91        16.04 
    coh4523:k=56.746,b=0       14.751        14.799        14.854       14.916       14.983         15.056        15.417        15.529        15.649        15.778        15.911       16.041 
    coh4524:k=56.7585,b=0      14.752          14.8        14.855       14.917       14.984         15.057        15.418        15.529         15.65        15.778        15.912       16.041 
    coh4525:k=56.771,b=0       14.753          14.8        14.856       14.917       14.984         15.057        15.419         15.53         15.65        15.779        15.912       16.042 
    coh4526:k=56.7835,b=0      14.753        14.801        14.857       14.918       14.985         15.058         15.42        15.531        15.651         15.78        15.913       16.043 
    coh4527:k=56.796,b=0       14.754        14.802        14.857       14.919       14.986         15.059         15.42        15.531        15.652         15.78        15.914       16.043 
    coh4528:k=56.8085,b=0      14.755        14.803        14.858       14.919       14.986         15.059        15.421        15.532        15.652        15.781        15.915       16.044 
    coh4529:k=56.821,b=0       14.755        14.803        14.859        14.92       14.987          15.06        15.422        15.533        15.653        15.782        15.915       16.045 
    coh4530:k=56.8335,b=0      14.756        14.804        14.859       14.921       14.988         15.061        15.422        15.533        15.654        15.783        15.916       16.046 
    coh4531:k=56.8461,b=0      14.757        14.805         14.86       14.921       14.989         15.061        15.423        15.534        15.655        15.783        15.917       16.046 
    coh4532:k=56.8586,b=0      14.758        14.805        14.861       14.922       14.989         15.062        15.424        15.535        15.655        15.784        15.917       16.047 
    coh4533:k=56.8711,b=0      14.758        14.806        14.861       14.923        14.99         15.063        15.424        15.536        15.656        15.785        15.918       16.048 
    coh4534:k=56.8836,b=0      14.759        14.807        14.862       14.924       14.991         15.064        15.425        15.536        15.657        15.785        15.919       16.048 
    coh4535:k=56.8961,b=0       14.76        14.807        14.863       14.924       14.991         15.064        15.426        15.537        15.657        15.786        15.919       16.049 
    coh4536:k=56.9086,b=0       14.76        14.808        14.864       14.925       14.992         15.065        15.427        15.538        15.658        15.787         15.92        16.05 
    coh4537:k=56.9211,b=0      14.761        14.809        14.864       14.926       14.993         15.066        15.427        15.538        15.659        15.787        15.921        16.05 
    coh4538:k=56.9336,b=0      14.762         14.81        14.865       14.926       14.993         15.066        15.428        15.539        15.659        15.788        15.921       16.051 
    coh4539:k=56.9461,b=0      14.762         14.81        14.866       14.927       14.994         15.067        15.429         15.54         15.66        15.789        15.922       16.052 
    coh4540:k=56.9586,b=0      14.763        14.811        14.866       14.928       14.995         15.068        15.429         15.54        15.661        15.789        15.923       16.052 
    coh4541:k=56.9711,b=0      14.764        14.812        14.867       14.928       14.995         15.068         15.43        15.541        15.661         15.79        15.924       16.053 
    coh4542:k=56.9836,b=0      14.764        14.812        14.868       14.929       14.996         15.069        15.431        15.542        15.662        15.791        15.924       16.054 
    coh4543:k=56.9961,b=0      14.765        14.813        14.868        14.93       14.997          15.07        15.431        15.542        15.663        15.792        15.925       16.054 
    coh4544:k=57.0086,b=0      14.766        14.814        14.869        14.93       14.997          15.07        15.432        15.543        15.663        15.792        15.926       16.055 
    coh4545:k=57.0211,b=0      14.766        14.814         14.87       14.931       14.998         15.071        15.433        15.544        15.664        15.793        15.926       16.056 
    coh4546:k=57.0336,b=0      14.767        14.815         14.87       14.932       14.999         15.072        15.433        15.544        15.665        15.794        15.927       16.056 

tb_pol_a
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.2,b=0                  0             0            0            0             0             0             0             0            0              0             0            0  
    coh2:k=0.212505,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh3:k=0.225009,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh4:k=0.237514,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh5:k=0.250019,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh6:k=0.262523,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh7:k=0.275028,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh8:k=0.287533,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh9:k=0.300037,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh10:k=0.312542,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh11:k=0.325046,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh12:k=0.337551,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh13:k=0.350056,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh14:k=0.36256,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh15:k=0.375065,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh16:k=0.38757,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh17:k=0.400074,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh18:k=0.412579,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh19:k=0.425084,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh20:k=0.437588,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh21:k=0.450093,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh22:k=0.462598,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh23:k=0.475102,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh24:k=0.487607,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh25:k=0.500112,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh26:k=0.512616,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh27:k=0.525121,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh28:k=0.537625,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh29:k=0.55013,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh30:k=0.562635,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh31:k=0.575139,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh32:k=0.587644,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh33:k=0.600149,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh34:k=0.612653,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh35:k=0.625158,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh36:k=0.637663,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh37:k=0.650167,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh38:k=0.662672,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh39:k=0.675177,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh40:k=0.687681,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh41:k=0.700186,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh42:k=0.712691,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh43:k=0.725195,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh44:k=0.7377,b=0              0             0            0            0             0             0             0             0            0              0             0            0  
    coh45:k=0.750204,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh46:k=0.762709,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh47:k=0.775214,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh48:k=0.787718,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh49:k=0.800223,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh50:k=0.812728,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh4497:k=56.4209,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4498:k=56.4334,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4499:k=56.4459,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4500:k=56.4584,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4501:k=56.4709,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4502:k=56.4834,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4503:k=56.4959,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4504:k=56.5084,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4505:k=56.5209,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4506:k=56.5334,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4507:k=56.5459,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4508:k=56.5584,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4509:k=56.571,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4510:k=56.5835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4511:k=56.596,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4512:k=56.6085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4513:k=56.621,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4514:k=56.6335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4515:k=56.646,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4516:k=56.6585,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4517:k=56.671,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4518:k=56.6835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4519:k=56.696,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4520:k=56.7085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4521:k=56.721,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4522:k=56.7335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4523:k=56.746,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4524:k=56.7585,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4525:k=56.771,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4526:k=56.7835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4527:k=56.796,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4528:k=56.8085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4529:k=56.821,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4530:k=56.8335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4531:k=56.8461,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4532:k=56.8586,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4533:k=56.8711,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4534:k=56.8836,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4535:k=56.8961,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4536:k=56.9086,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4537:k=56.9211,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4538:k=56.9336,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4539:k=56.9461,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4540:k=56.9586,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4541:k=56.9711,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4542:k=56.9836,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4543:k=56.9961,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4544:k=57.0086,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4545:k=57.0211,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  
    coh4546:k=57.0336,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        37.03         34.628        31.986       29.063  

tb_pol_k
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.2,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 
    coh2:k=0.212505,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=0.225009,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=0.237514,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=0.250019,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=0.262523,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=0.275028,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=0.287533,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 
    coh9:k=0.300037,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=0.312542,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=0.325046,b=0        0.1201        0.1201       0.1201     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh12:k=0.337551,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201        0.1201      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh13:k=0.350056,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201      0.080064     0.080064 
    coh14:k=0.36256,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=0.375065,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=0.38757,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=0.400074,b=0       0.16013       0.16013      0.16013       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh18:k=0.412579,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh19:k=0.425084,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh20:k=0.437588,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013        0.1201        0.1201       0.1201 
    coh21:k=0.450093,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=0.462598,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 
    coh23:k=0.475102,b=0       0.20016       0.20016      0.20016      0.20016       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh24:k=0.487607,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh25:k=0.500112,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh26:k=0.512616,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.16013       0.16013       0.16013      0.16013 
    coh27:k=0.525121,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.16013      0.16013 
    coh28:k=0.537625,b=0       0.24019       0.24019      0.24019      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh29:k=0.55013,b=0        0.24019       0.24019      0.24019      0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh30:k=0.562635,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh31:k=0.575139,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh32:k=0.587644,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.20016       0.20016       0.20016      0.20016 
    coh33:k=0.600149,b=0       0.28022       0.28022      0.28022      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.20016       0.20016      0.20016 
    coh34:k=0.612653,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019      0.20016 
    coh35:k=0.625158,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh36:k=0.637663,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh37:k=0.650167,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh38:k=0.662672,b=0       0.32026       0.32026      0.32026      0.28022       0.28022       0.28022       0.28022       0.28022       0.24019       0.24019       0.24019      0.24019 
    coh39:k=0.675177,b=0       0.32026       0.32026      0.32026      0.32026       0.28022       0.28022       0.28022       0.28022       0.28022       0.24019       0.24019      0.24019 
    coh40:k=0.687681,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.24019 
    coh41:k=0.700186,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh42:k=0.712691,b=0       0.36029       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh43:k=0.725195,b=0       0.36029       0.36029      0.36029      0.32026       0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh44:k=0.7377,b=0         0.36029       0.36029      0.36029      0.36029       0.32026       0.32026       0.32026       0.32026       0.28022       0.28022       0.28022      0.28022 
    coh45:k=0.750204,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.28022       0.28022      0.28022 
    coh46:k=0.762709,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026       0.32026      0.28022 
    coh47:k=0.775214,b=0       0.40032       0.40032      0.36029      0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh48:k=0.787718,b=0       0.40032       0.40032      0.40032      0.36029       0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh49:k=0.800223,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.36029       0.36029       0.36029       0.32026       0.32026       0.32026      0.32026 
    coh50:k=0.812728,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.40032       0.36029       0.36029       0.36029       0.32026       0.32026      0.32026 
    coh4497:k=56.4209,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4498:k=56.4334,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4499:k=56.4459,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4500:k=56.4584,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4501:k=56.4709,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4502:k=56.4834,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4503:k=56.4959,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4504:k=56.5084,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4505:k=56.5209,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4506:k=56.5334,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4507:k=56.5459,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4508:k=56.5584,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4509:k=56.571,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4510:k=56.5835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4511:k=56.596,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4512:k=56.6085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4513:k=56.621,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4514:k=56.6335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4515:k=56.646,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4516:k=56.6585,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4517:k=56.671,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4518:k=56.6835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4519:k=56.696,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4520:k=56.7085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4521:k=56.721,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4522:k=56.7335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4523:k=56.746,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4524:k=56.7585,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4525:k=56.771,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4526:k=56.7835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4527:k=56.796,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4528:k=56.8085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4529:k=56.821,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4530:k=56.8335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4531:k=56.8461,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4532:k=56.8586,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4533:k=56.8711,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4534:k=56.8836,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4535:k=56.8961,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4536:k=56.9086,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4537:k=56.9211,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4538:k=56.9336,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4539:k=56.9461,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4540:k=56.9586,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4541:k=56.9711,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4542:k=56.9836,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4543:k=56.9961,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4544:k=57.0086,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4545:k=57.0211,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 
    coh4546:k=57.0336,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         12.97        15.372        18.014       20.937 

tb_pol_w
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.2,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 
    coh2:k=0.212505,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=0.225009,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=0.237514,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=0.250019,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=0.262523,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=0.275028,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=0.287533,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 
    coh9:k=0.300037,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=0.312542,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=0.325046,b=0        0.1201        0.1201       0.1201     0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh12:k=0.337551,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201        0.1201      0.080064      0.080064      0.080064      0.080064     0.080064 
    coh13:k=0.350056,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201      0.080064     0.080064 
    coh14:k=0.36256,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=0.375065,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=0.38757,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=0.400074,b=0       0.16013       0.16013      0.16013       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh18:k=0.412579,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh19:k=0.425084,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013       0.16013        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh20:k=0.437588,b=0       0.16013       0.16013      0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013        0.1201        0.1201       0.1201 
    coh21:k=0.450093,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=0.462598,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 
    coh23:k=0.475102,b=0       0.20016       0.20016      0.20016      0.20016       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh24:k=0.487607,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh25:k=0.500112,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh26:k=0.512616,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.16013       0.16013       0.16013      0.16013 
    coh27:k=0.525121,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.16013      0.16013 
    coh28:k=0.537625,b=0       0.24019       0.24019      0.24019      0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh29:k=0.55013,b=0        0.24019       0.24019      0.24019      0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh30:k=0.562635,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh31:k=0.575139,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh32:k=0.587644,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.20016       0.20016       0.20016      0.20016 
    coh33:k=0.600149,b=0       0.28022       0.28022      0.28022      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.20016       0.20016      0.20016 
    coh34:k=0.612653,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019      0.20016 
    coh35:k=0.625158,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh36:k=0.637663,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh37:k=0.650167,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh38:k=0.662672,b=0       0.32026       0.32026      0.32026      0.28022       0.28022       0.28022       0.28022       0.28022       0.24019       0.24019       0.24019      0.24019 
    coh39:k=0.675177,b=0       0.32026       0.32026      0.32026      0.32026       0.28022       0.28022       0.28022       0.28022       0.28022       0.24019       0.24019      0.24019 
    coh40:k=0.687681,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.24019 
    coh41:k=0.700186,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh42:k=0.712691,b=0       0.36029       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh43:k=0.725195,b=0       0.36029       0.36029      0.36029      0.32026       0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh44:k=0.7377,b=0         0.36029       0.36029      0.36029      0.36029       0.32026       0.32026       0.32026       0.32026       0.28022       0.28022       0.28022      0.28022 
    coh45:k=0.750204,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.28022       0.28022      0.28022 
    coh46:k=0.762709,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026       0.32026      0.28022 
    coh47:k=0.775214,b=0       0.40032       0.40032      0.36029      0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh48:k=0.787718,b=0       0.40032       0.40032      0.40032      0.36029       0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh49:k=0.800223,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.36029       0.36029       0.36029       0.32026       0.32026       0.32026      0.32026 
    coh50:k=0.812728,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.40032       0.36029       0.36029       0.36029       0.32026       0.32026      0.32026 
    coh4497:k=56.4209,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4498:k=56.4334,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4499:k=56.4459,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4500:k=56.4584,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4501:k=56.4709,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4502:k=56.4834,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4503:k=56.4959,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4504:k=56.5084,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4505:k=56.5209,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4506:k=56.5334,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4507:k=56.5459,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4508:k=56.5584,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4509:k=56.571,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4510:k=56.5835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4511:k=56.596,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4512:k=56.6085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4513:k=56.621,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4514:k=56.6335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4515:k=56.646,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4516:k=56.6585,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4517:k=56.671,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4518:k=56.6835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4519:k=56.696,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4520:k=56.7085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4521:k=56.721,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4522:k=56.7335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4523:k=56.746,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4524:k=56.7585,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4525:k=56.771,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4526:k=56.7835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4527:k=56.796,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4528:k=56.8085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4529:k=56.821,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4530:k=56.8335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4531:k=56.8461,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4532:k=56.8586,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4533:k=56.8711,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4534:k=56.8836,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4535:k=56.8961,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4536:k=56.9086,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4537:k=56.9211,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4538:k=56.9336,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4539:k=56.9461,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4540:k=56.9586,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4541:k=56.9711,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4542:k=56.9836,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4543:k=56.9961,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4544:k=57.0086,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4545:k=57.0211,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4546:k=57.0336,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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Elapsed time is 59.528334 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        404.34      522.26             1             1             1             1             1             1             1             1             1             1             1             1             1             1             1
    iter=2        312.09      4645.3       0.96315       0.95612        0.9482       0.93797       0.92609        0.9119       0.89518       0.87473        0.8502       0.82105        0.7863       0.74439       0.69545       0.63781       0.57468
    iter=3         260.2      1544.1       0.60779       0.78465       0.55642       0.64133       0.57325       0.69369       0.77068       0.73152       0.72184       0.73031       0.70568       0.73009       0.70095        0.6652       0.63517
    iter=4        222.85       755.4       0.54432       0.56874       0.52772       0.64188       0.60328       0.56181        0.7059        0.6112       0.62934        0.6982       0.73295       0.68665       0.70315       0.69501       0.67158
    iter=5        193.86      448.58       0.52376       0.53025       0.51914       0.63891       0.56544       0.53828       0.62033       0.63308       0.65937       0.59646       0.63979       0.63176       0.64826       0.62813       0.59932
    iter=6        170.43      296.71         0.511       0.52574       0.51298        0.6112       0.55323       0.52387       0.56621       0.60757       0.64628       0.55499       0.58436       0.60416       0.57501        0.5639       0.53762
    iter=7        151.01      210.35       0.50297       0.51463       0.50297        0.5848       0.54916       0.52002       0.53685       0.58601       0.62747       0.54136       0.54828       0.56434       0.52453       0.52343        0.5187
    iter=8        134.62      156.32       0.49549       0.51595       0.50396       0.56401       0.54542       0.51001       0.52673       0.56973       0.59657       0.53388       0.51936       0.54366       0.51276        0.5165       0.52057
    iter=9        120.59      120.34       0.49296       0.51397       0.50627       0.54718       0.55356       0.52596       0.50869       0.54894       0.58348       0.51562       0.51562       0.54729       0.51903       0.52684       0.52266
    iter=10       108.47      95.109       0.48229        0.5066       0.48735       0.53619       0.55433       0.51496       0.51573       0.57039       0.59228       0.53058       0.50462       0.53212       0.52112       0.54081       0.53047
    iter=11       97.909      76.777       0.47349       0.50044       0.48317       0.52035       0.51067         0.489       0.50528       0.53465       0.58755       0.52167       0.51375       0.54641       0.52024       0.52871       0.52959
    iter=12       88.634      63.044        0.4626       0.48713       0.48944       0.52376       0.51199       0.48966       0.49494       0.50044       0.55334       0.49604       0.51342       0.53487       0.53201       0.52695       0.53641
    iter=13       80.444      52.443       0.45733       0.47195       0.48438       0.49703       0.52629       0.49604       0.49362       0.50979       0.53806       0.48768       0.50055       0.51397       0.51188       0.52057       0.52376
    iter=14       73.176      44.042       0.45282       0.45744       0.47415       0.51232        0.5264       0.49307       0.48966       0.52255       0.58139       0.49164       0.49428       0.51254       0.50407       0.50957       0.51331
    iter=15       66.698      37.257       0.44622        0.4383       0.45491        0.4824       0.51738       0.47492       0.49043       0.52794       0.56907       0.48581        0.4923       0.51496       0.49967       0.50198       0.51386
    iter=16       60.902      31.748       0.44072       0.41454       0.43643       0.48856       0.49967       0.46788       0.47558        0.5297       0.57314       0.47305       0.48922       0.51694       0.48702       0.49494       0.49439
    iter=17         55.7      27.239       0.42114       0.39837       0.41762       0.48306       0.47129       0.44974       0.45821       0.50924       0.57963       0.44435       0.48053       0.49098       0.48152       0.47987       0.48526
    iter=18       51.017      23.495       0.40332        0.3877        0.3965       0.46414       0.44105       0.43269       0.43852       0.48746       0.55191       0.42686       0.46898       0.47811       0.46282       0.47822       0.47657
    iter=19       46.791      20.397       0.38671       0.36263       0.37176       0.44402        0.4174       0.41047       0.41058       0.46392       0.51529       0.41905       0.46249       0.45579       0.45645       0.46832       0.46832
    iter=20       42.968      17.865       0.36461       0.34668       0.35988       0.41861       0.39815       0.38473       0.39496       0.44886       0.47855       0.40574       0.45886       0.43874       0.45458       0.45985       0.45864
    iter=21       39.504      15.684       0.33788       0.32578       0.34118       0.40013       0.36813       0.36538       0.38099       0.43709       0.45974       0.39221       0.43522       0.42356       0.42686       0.44138       0.45326
    iter=22       36.358      13.925       0.31412       0.30664       0.33392       0.39133       0.34668       0.33843       0.35713       0.41058       0.44633       0.37813       0.41828       0.40255       0.41982       0.43577       0.44468
    iter=23       33.497      12.371       0.29773       0.28872        0.3227       0.37275       0.33029       0.32402       0.33337       0.37758       0.43214       0.37396       0.40156       0.38154       0.41608       0.40805       0.44237
    iter=24       30.891      10.886       0.26936       0.26848       0.31104       0.36219        0.3095       0.30972       0.32248       0.34558       0.41652       0.35031       0.39738        0.3667       0.37879       0.37286       0.41916
    iter=25       28.514      9.7799       0.25253       0.24648       0.28927       0.35559        0.2919       0.29147       0.30147       0.31841       0.40112       0.32798       0.37879         0.348       0.36296       0.37253       0.38814
    iter=26       26.343      8.7536       0.22569       0.22283       0.26595       0.33876        0.2709       0.27134       0.28322       0.29026       0.39265       0.30158       0.35911       0.33447        0.3414       0.33898       0.37132
    iter=27       24.358      7.8398       0.19952       0.19886       0.24263       0.31555        0.2423       0.24461       0.27046       0.26749        0.3656       0.28509       0.34426       0.31082       0.32413       0.32897       0.34096
    iter=28        22.54      7.1067       0.17686       0.17587       0.20985       0.29366       0.21931       0.21645       0.24395       0.23955       0.33535       0.27189       0.32501       0.29509       0.30323       0.32578       0.33865
    iter=29       20.874      6.3262       0.15398        0.1553       0.18874       0.26045       0.19204       0.19457       0.21458       0.22338        0.3007        0.2621       0.30224       0.27827       0.28003       0.29894       0.30796
    iter=30       19.346      5.7552       0.13891       0.13781       0.16267       0.23317       0.16487       0.16575       0.19314        0.1949       0.26551       0.23603       0.26936       0.25902       0.27882       0.27827       0.29663
    iter=31       17.943      5.1892       0.11989        0.1178       0.13825       0.20678       0.14386       0.14386       0.16619       0.17664       0.23911       0.21205       0.24208       0.24186       0.24417       0.28443       0.26617
    iter=32       16.653      4.8244       0.10339       0.10592       0.12253       0.18907       0.12176        0.1222       0.14463       0.15354       0.21447       0.18676       0.22965       0.21623       0.23922       0.25154         0.272
    iter=33       15.466      4.4599      0.090189      0.088429       0.10603       0.16432       0.11131       0.10845        0.1278       0.13847       0.18434       0.16432       0.21326       0.20678       0.23614       0.23713       0.23746
    iter=34       14.374      4.0791      0.077541      0.078091      0.094039       0.15013      0.098988       0.10218        0.1123          0.12       0.16685        0.1432        0.1993       0.20084       0.21601       0.20579       0.21513
    iter=35       13.367      3.8003      0.067532      0.069402      0.078971       0.13506        0.0815       0.08656      0.097998       0.10735        0.1465       0.14441       0.18973       0.19644       0.20271       0.19919       0.20832
    iter=36       12.438      3.4695      0.058183      0.061483      0.067092       0.11725      0.075781      0.074021      0.088319      0.088209       0.12923       0.16058       0.17191       0.19083       0.17235        0.1597       0.16465
    iter=37        11.58      3.2245      0.054333      0.051804      0.059173       0.10856      0.063682      0.063462      0.072481       0.08117        0.1101       0.15299       0.15255       0.18302       0.15046       0.14694        0.1685
    iter=38       10.788      2.8502      0.044105      0.045205      0.051694      0.090849      0.058953      0.055323      0.064562      0.069402      0.097338       0.14738       0.13374       0.15552       0.12802       0.15046       0.13737
    iter=39       10.056      2.7696      0.041795      0.040695      0.048614       0.08436      0.048504      0.048614      0.057193      0.058623       0.08425       0.10625       0.12538       0.13968       0.14419       0.16894       0.13781
    iter=40       9.3785        2.43      0.033876      0.036076      0.038385      0.074571      0.043445      0.040585      0.053014      0.052244      0.072591      0.098218       0.10735       0.11527        0.1278       0.13814       0.12242
    iter=41        8.751      2.2954      0.031676      0.030026      0.035416      0.064122      0.038055      0.035526      0.042675      0.047734      0.062473       0.08458      0.097558      0.098218       0.12044       0.12549       0.12582
    iter=42       8.1695      2.2587      0.025407      0.025517      0.027717      0.053014      0.033216      0.034426      0.038165      0.047734      0.059503      0.075671       0.08458       0.08612        0.0826       0.11417       0.13495
    iter=43       7.6302      2.0035      0.021887      0.023867      0.027057      0.046414      0.027607      0.029366      0.033216      0.031676      0.048944      0.077761      0.069072      0.078531      0.075011      0.098878       0.11197
    iter=44       7.1296       1.903      0.018918      0.018918      0.023317      0.043115      0.024527      0.025077      0.032226      0.030466      0.045425      0.062473      0.061923      0.064232      0.068632      0.091179       0.10174
    iter=45       6.6648      1.8191      0.016278      0.018808      0.018808      0.037505      0.021227      0.020018      0.025297      0.026397      0.042235      0.063352      0.049824      0.066432      0.061813      0.091619      0.097338
    iter=46       6.2327      1.6346      0.014958      0.014408      0.016388      0.031896      0.017488      0.017268      0.022217      0.021997      0.033766      0.047514      0.051364      0.048834      0.052574      0.071931       0.08304
    iter=47       5.8309       1.686      0.011879      0.012648      0.014518      0.031456      0.014408      0.017268      0.018368      0.019578      0.028047      0.048064      0.041685      0.048944      0.044435      0.094259      0.073251
    iter=48       5.4569      1.5494      0.012209      0.010999      0.011879      0.019248      0.014078      0.013638      0.017488      0.020128      0.025187      0.039705      0.037615      0.047514      0.033876      0.057963      0.078421
    iter=49       5.1086      1.3427     0.0095689     0.0092389      0.010339      0.020018      0.013198      0.012099      0.015178      0.016058      0.021667      0.036956      0.032226      0.040915      0.031016      0.054004      0.058953
    iter=50       4.7841      1.3976     0.0067092      0.008139      0.010229      0.021007      0.011219      0.010229      0.011109      0.015178      0.021887      0.029366      0.023537      0.034756      0.026177      0.050264      0.061813
    iter=77      0.86748     0.15885             0    0.00010999             0    0.00065992    0.00021997    0.00010999             0    0.00021997    0.00010999             0    0.00032996    0.00021997    0.00043995    0.00076991    0.00010999
    iter=78      0.81521     0.17812    0.00010999    0.00010999             0    0.00054993    0.00010999    0.00010999    0.00054993    0.00010999     0.0012099    0.00021997    0.00021997    0.00032996    0.00021997    0.00010999    0.00087989
    iter=79       0.7661     0.16013             0    0.00010999             0             0    0.00010999    0.00032996    0.00010999    0.00010999             0    0.00087989             0    0.00021997    0.00010999    0.00032996    0.00010999
    iter=80      0.71997     0.18757    0.00021997    0.00010999    0.00010999    0.00065992             0    0.00021997    0.00010999    0.00010999    0.00087989             0             0    0.00021997    0.00010999    0.00054993     0.0012099
    iter=81      0.67663     0.21183    0.00010999    0.00021997             0             0    0.00010999    0.00010999    0.00021997             0    0.00021997    0.00010999             0             0    0.00021997     0.0015398    0.00010999
    iter=82      0.63592     0.16013             0             0             0             0             0    0.00010999    0.00010999             0             0             0    0.00032996    0.00032996             0    0.00087989    0.00021997
    iter=83      0.59766     0.15885    0.00021997             0             0             0             0    0.00010999             0             0             0             0             0             0             0    0.00010999    0.00087989
    iter=84      0.56172     0.22646    0.00010999    0.00010999    0.00010999             0    0.00021997             0             0    0.00010999    0.00021997             0    0.00021997    0.00087989    0.00010999             0     0.0017598
    iter=85      0.52794    0.040032             0             0    0.00010999             0             0             0             0    0.00010999             0             0             0    0.00010999             0             0    0.00010999
    iter=86       0.4962    0.056614    0.00010999    0.00010999    0.00010999             0    0.00010999             0             0             0             0             0    0.00010999             0             0    0.00021997             0
    iter=87      0.46638     0.13868             0             0             0             0             0             0             0             0    0.00021997    0.00010999             0             0    0.00065992    0.00010999    0.00032996
    iter=88      0.43835     0.13868             0             0             0             0             0             0             0             0             0             0             0             0             0             0    0.00065992
    iter=89      0.41201     0.16013             0    0.00010999             0             0             0    0.00010999             0    0.00010999             0    0.00010999             0             0    0.00010999    0.00021997    0.00087989
    iter=90      0.38726    0.040032    0.00010999             0             0    0.00021997             0             0             0    0.00010999             0             0             0             0             0    0.00010999             0
    iter=91      0.36399     0.16013             0             0             0    0.00087989             0             0             0             0             0             0             0             0             0             0             0
    iter=92      0.34213    0.040032             0             0             0             0             0             0             0             0             0    0.00010999    0.00010999             0    0.00010999             0             0
    iter=93      0.32158    0.040032             0             0             0             0             0             0    0.00010999    0.00010999             0             0             0             0    0.00010999             0             0
    iter=94      0.30227     0.16013             0             0             0             0             0             0             0             0             0             0             0             0    0.00087989    0.00010999             0
    iter=95      0.28412    0.040032             0             0             0             0             0             0             0             0             0    0.00010999             0             0    0.00010999             0             0
    iter=96      0.26706    0.040032             0             0             0             0             0             0             0             0    0.00010999             0             0             0             0             0             0
    iter=97      0.25103           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=98      0.23596    0.040032             0             0             0             0             0             0             0             0             0             0             0    0.00010999             0             0             0
    iter=99      0.22179           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=100     0.20848    0.040032             0             0    0.00010999    0.00021997             0             0             0             0             0             0             0             0             0             0             0
    iter=101     0.19596           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=102      0.1842           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=103     0.17314           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=104     0.16275           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=105     0.15298           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=106      0.1438           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=107     0.13517           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=108     0.12706           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=109     0.11944           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=110     0.11227           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=111     0.10553           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=112    0.099198           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=113    0.093246           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=114     0.08765           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=115    0.082391           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=116    0.077447           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=117      0.0728           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=118    0.068431           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=119    0.064325           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=120    0.060465           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=121    0.056837           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=122    0.053427           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=123    0.050221           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=124    0.047208           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=125    0.044375           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=126    0.041712           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0

tb_val
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.4,b=0              -1.212      -0.91542      -0.58302     -0.22774     0.14413       0.52999        2.1926        2.6331        3.0803        3.5296          3.97       4.3792  
    coh2:k=0.412505,b=0        -1.1448      -0.84828      -0.51588      -0.1606     0.21127       0.59713        2.2597        2.7003        3.1475        3.5968        4.0372       4.4463  
    coh3:k=0.425009,b=0        -1.0814      -0.78483      -0.45243    -0.097145     0.27472       0.66059         2.331        2.7733        3.2219        3.6721        4.1131       4.5225  
    coh4:k=0.437514,b=0        -1.0213      -0.72474      -0.39214    -0.033401     0.34177        0.7307        2.4031        2.8454         3.294        3.7442        4.1851       4.5946  
    coh5:k=0.450019,b=0       -0.96017      -0.66016      -0.32422     0.034522      0.4097       0.79863         2.471        2.9133        3.3619        3.8121        4.2531       4.6625  
    coh6:k=0.462523,b=0       -0.89601      -0.59599      -0.26005      0.09869     0.47386       0.86279        2.5352        2.9775        3.4261        3.8763        4.3172       4.7266  
    coh7:k=0.475028,b=0       -0.83526      -0.53524      -0.19931      0.15944     0.53461       0.92354        2.5959        3.0382        3.4868         3.937         4.378       4.7874  
    coh8:k=0.487533,b=0       -0.77764      -0.47762      -0.14169      0.21705     0.59223       0.98116        2.6535        3.0959        3.5444        3.9946        4.4356        4.845  
    coh9:k=0.500037,b=0       -0.72289      -0.42287     -0.086939       0.2718     0.64698        1.0359        2.7083        3.1506        3.5992        4.0494        4.4903       4.8998  
    coh10:k=0.512542,b=0      -0.67078      -0.37076     -0.034827      0.32392     0.69909         1.088        2.7615        3.2036        3.6518        4.1015        4.5425       4.9519  
    coh11:k=0.525046,b=0       -0.6211      -0.31987      0.017618      0.37786     0.75447        1.1447        2.8197        3.2618          3.71        4.1596        4.5997       5.0083  
    coh12:k=0.537551,b=0      -0.56609      -0.26456      0.072926      0.43317     0.80978           1.2         2.875        3.3171        3.7653        4.2149         4.655       5.0636  
    coh13:k=0.550056,b=0      -0.51346      -0.21193       0.12555       0.4858     0.86241        1.2527        2.9276        3.3698        3.8179        4.2675        4.7077       5.1162  
    coh14:k=0.56256,b=0       -0.46331      -0.16178        0.1757      0.53595     0.91256        1.3028        2.9778        3.4199        3.8681        4.3176        4.7578       5.1664  
    coh15:k=0.575065,b=0      -0.41544      -0.11391       0.22357      0.58382     0.96043        1.3507        3.0257        3.4678        3.9159        4.3655        4.8057       5.2142  
    coh16:k=0.58757,b=0       -0.36969     -0.068157       0.26933      0.62957      1.0062        1.3964        3.0714        3.5136        3.9617        4.4113        4.8514         5.26  
    coh17:k=0.600074,b=0      -0.32548     -0.023459       0.31456      0.67527      1.0522        1.4427        3.1162        3.5575        4.0055        4.4551        4.8952       5.3038  
    coh18:k=0.612579,b=0      -0.27717      0.024856       0.36288      0.72359      1.1005         1.491        3.1645        3.6058         4.053        4.5014        4.9403       5.3476  
    coh19:k=0.625084,b=0        -0.231      0.071022       0.40904      0.76976      1.1467        1.5372        3.2107         3.652        4.0991        4.5476        4.9865       5.3938  
    coh20:k=0.637588,b=0      -0.18683       0.11519       0.45321      0.81393      1.1909        1.5813        3.2549        3.6962        4.1433        4.5917        5.0307        5.438  
    coh21:k=0.650093,b=0      -0.14451       0.15751       0.49553      0.85625      1.2332        1.6237        3.2972        3.7385        4.1856         4.634         5.073       5.4803  
    coh22:k=0.662598,b=0      -0.10392        0.1981       0.53612      0.89683      1.2738        1.6642        3.3378        3.7791        4.2262        4.6746        5.1136       5.5209  
    coh23:k=0.675102,b=0     -0.062235       0.23987       0.57791       0.9385      1.3152        1.7051        3.3768        3.8181        4.2652        4.7136        5.1525       5.5599  
    coh24:k=0.687607,b=0     -0.019554       0.28255       0.62059      0.98119      1.3578        1.7478        3.4178        3.8578        4.3036        4.7511          5.19       5.5973  
    coh25:k=0.700112,b=0      0.021373       0.32348       0.66152       1.0221      1.3988        1.7887        3.4587        3.8988        4.3445        4.7914        5.2288       5.6347  
    coh26:k=0.712616,b=0      0.060665       0.36277       0.70081       1.0614      1.4381         1.828         3.498         3.938        4.3838        4.8307        5.2681       5.6739  
    coh27:k=0.725121,b=0      0.098427       0.40054       0.73857       1.0992      1.4758        1.8658        3.5358        3.9758        4.4215        4.8684        5.3058       5.7117  
    coh28:k=0.737625,b=0       0.13605       0.43786       0.77542       1.1355      1.5122        1.9021        3.5721        4.0121        4.4579        4.9048        5.3422        5.748  
    coh29:k=0.75013,b=0        0.17566       0.47747       0.81503        1.175      1.5509          1.94        3.6071        4.0471        4.4929        4.9398        5.3772        5.783  
    coh30:k=0.762635,b=0       0.21372       0.51554        0.8531       1.2131       1.589        1.9781        3.6435        4.0821        4.5266        4.9735        5.4109       5.8167  
    coh31:k=0.775139,b=0       0.25033       0.55215       0.88971       1.2497      1.6256        2.0147        3.6801        4.1187        4.5629        5.0082        5.4438       5.8493  
    coh32:k=0.787644,b=0       0.28558       0.58739       0.92496       1.2849      1.6609        2.0499        3.7153         4.154        4.5982        5.0434        5.4791       5.8833  
    coh33:k=0.800149,b=0       0.31988       0.62136       0.95892       1.3189      1.6948        2.0839        3.7493         4.188        4.6322        5.0774         5.513       5.9172  
    coh34:k=0.812653,b=0       0.35678       0.65814       0.99508       1.3543      1.7292        2.1172        3.7821        4.2207        4.6649        5.1102        5.5458         5.95  
    coh35:k=0.825158,b=0       0.39229       0.69366        1.0306       1.3898      1.7648        2.1527        3.8137        4.2523        4.6965        5.1418        5.5774       5.9816  
    coh36:k=0.837663,b=0       0.42651       0.72788        1.0648        1.424       1.799         2.187        3.8468        4.2838        4.7271        5.1723         5.608       6.0122  
    coh37:k=0.850167,b=0       0.45951       0.76088        1.0978        1.457       1.832          2.22        3.8798        4.3168        4.7593        5.2028        5.6376       6.0417  
    coh38:k=0.862672,b=0       0.49193       0.79273        1.1297       1.4889      1.8638        2.2518        3.9117        4.3486        4.7911        5.2346        5.6686       6.0712  
    coh39:k=0.875177,b=0        0.5264       0.82702        1.1631       1.5214      1.8952        2.2826        3.9424        4.3794        4.8219        5.2654        5.6994        6.102  
    coh40:k=0.887681,b=0       0.55965       0.86026        1.1964       1.5546      1.9285        2.3152        3.9722        4.4092        4.8516        5.2952        5.7291       6.1317  
    coh41:k=0.900186,b=0       0.59172       0.89234        1.2285       1.5867      1.9605        2.3472        4.0011        4.4379        4.8804        5.3239        5.7579       6.1605  
    coh42:k=0.912691,b=0       0.62271       0.92333        1.2594       1.6177      1.9915        2.3782        4.0321        4.4674        4.9083        5.3518        5.7858       6.1883  
    coh43:k=0.925195,b=0       0.65384       0.95359        1.2894       1.6476      2.0215        2.4082        4.0621        4.4973         4.938        5.3797        5.8128       6.2153  
    coh44:k=0.9377,b=0         0.68614       0.98589         1.321       1.6781      2.0506        2.4371         4.091        4.5263         4.967        5.4087        5.8408       6.2418  
    coh45:k=0.950204,b=0       0.71734        1.0171        1.3522       1.7093      2.0818        2.4672        4.1191        4.5543         4.995        5.4367        5.8689       6.2698  
    coh46:k=0.962709,b=0        0.7475        1.0472        1.3823       1.7394       2.112        2.4974        4.1463        4.5815        5.0222        5.4639         5.896        6.297  
    coh47:k=0.975214,b=0       0.77666        1.0764        1.4115       1.7686      2.1412        2.5265        4.1742        4.6078        5.0485        5.4902        5.9224       6.3233  
    coh48:k=0.987718,b=0       0.80648        1.1053        1.4397       1.7968      2.1694        2.5547        4.2025         4.636        5.0748        5.5158        5.9479       6.3488  
    coh49:k=1.00022,b=0        0.83684        1.1357        1.4697       1.8256      2.1969        2.5821        4.2298        4.6633        5.1022         5.542        5.9727       6.3736  
    coh50:k=1.01273,b=0         0.8662        1.1651        1.4991        1.855      2.2263        2.6102        4.2563        4.6898        5.1287        5.5685        5.9988       6.3981  
    coh4497:k=56.6209,b=0       15.347         15.39        15.441       15.496      15.558        15.624        15.954        16.056        16.166        16.284        16.407       16.527  
    coh4498:k=56.6334,b=0       15.347        15.391        15.441       15.497      15.558        15.625        15.955        16.057        16.167        16.285        16.408       16.528  
    coh4499:k=56.6459,b=0       15.348        15.392        15.442       15.498      15.559        15.625        15.956        16.057        16.168        16.286        16.409       16.529  
    coh4500:k=56.6584,b=0       15.349        15.392        15.443       15.499       15.56        15.626        15.956        16.058        16.168        16.287         16.41       16.529  
    coh4501:k=56.6709,b=0        15.35        15.393        15.443       15.499       15.56        15.627        15.957        16.059        16.169        16.287         16.41        16.53  
    coh4502:k=56.6834,b=0        15.35        15.394        15.444         15.5      15.561        15.628        15.958         16.06         16.17        16.288        16.411       16.531  
    coh4503:k=56.6959,b=0       15.351        15.395        15.445       15.501      15.562        15.628        15.959         16.06        16.171        16.289        16.412       16.532  
    coh4504:k=56.7084,b=0       15.352        15.395        15.446       15.502      15.563        15.629        15.959        16.061        16.171         16.29        16.412       16.532  
    coh4505:k=56.7209,b=0       15.352        15.396        15.446       15.502      15.563         15.63         15.96        16.062        16.172         16.29        16.413       16.533  
    coh4506:k=56.7334,b=0       15.353        15.397        15.447       15.503      15.564        15.631        15.961        16.062        16.173        16.291        16.414       16.534  
    coh4507:k=56.7459,b=0       15.354        15.397        15.448       15.504      15.565        15.631        15.961        16.063        16.173        16.292        16.415       16.534  
    coh4508:k=56.7584,b=0       15.355        15.398        15.448       15.504      15.565        15.632        15.962        16.064        16.174        16.292        16.415       16.535  
    coh4509:k=56.771,b=0        15.355        15.399        15.449       15.505      15.566        15.633        15.963        16.065        16.175        16.293        16.416       16.536  
    coh4510:k=56.7835,b=0       15.356          15.4         15.45       15.506      15.567        15.633        15.964        16.065        16.176        16.294        16.417       16.537  
    coh4511:k=56.796,b=0        15.357          15.4        15.451       15.506      15.568        15.634        15.964        16.066        16.176        16.295        16.417       16.537  
    coh4512:k=56.8085,b=0       15.357        15.401        15.451       15.507      15.568        15.635        15.965        16.067        16.177        16.295        16.418       16.538  
    coh4513:k=56.821,b=0        15.358        15.402        15.452       15.508      15.569        15.635        15.966        16.067        16.178        16.296        16.419       16.539  
    coh4514:k=56.8335,b=0       15.359        15.402        15.453       15.509       15.57        15.636        15.966        16.068        16.178        16.297         16.42       16.539  
    coh4515:k=56.846,b=0         15.36        15.403        15.453       15.509       15.57        15.637        15.967        16.069        16.179        16.297         16.42        16.54  
    coh4516:k=56.8585,b=0        15.36        15.404        15.454        15.51      15.571        15.638        15.968        16.069         16.18        16.298        16.421       16.541  
    coh4517:k=56.871,b=0        15.361        15.404        15.455       15.511      15.572        15.638        15.968         16.07        16.181        16.299        16.422       16.542  
    coh4518:k=56.8835,b=0       15.362        15.405        15.455       15.511      15.572        15.639        15.969        16.071        16.181        16.299        16.422       16.542  
    coh4519:k=56.896,b=0        15.362        15.406        15.456       15.512      15.573         15.64         15.97        16.072        16.182          16.3        16.423       16.543  
    coh4520:k=56.9085,b=0       15.363        15.407        15.457       15.513      15.574         15.64         15.97        16.072        16.183        16.301        16.424       16.544  
    coh4521:k=56.921,b=0        15.364        15.407        15.458       15.513      15.575        15.641        15.971        16.073        16.183        16.302        16.424       16.544  
    coh4522:k=56.9335,b=0       15.364        15.408        15.458       15.514      15.575        15.642        15.972        16.074        16.184        16.302        16.425       16.545  
    coh4523:k=56.946,b=0        15.365        15.409        15.459       15.515      15.576        15.642        15.973        16.074        16.185        16.303        16.426       16.546  
    coh4524:k=56.9585,b=0       15.366        15.409         15.46       15.516      15.577        15.643        15.973        16.075        16.185        16.304        16.426       16.546  
    coh4525:k=56.971,b=0        15.366         15.41         15.46       15.516      15.577        15.644        15.974        16.076        16.186        16.304        16.427       16.547  
    coh4526:k=56.9835,b=0       15.367        15.411        15.461       15.517      15.578        15.644        15.975        16.076        16.187        16.305        16.428       16.548  
    coh4527:k=56.996,b=0        15.368        15.411        15.462       15.518      15.579        15.645        15.975        16.077        16.187        16.306        16.429       16.548  
    coh4528:k=57.0085,b=0       15.368        15.412        15.462       15.518      15.579        15.646        15.976        16.078        16.188        16.306        16.429       16.549  
    coh4529:k=57.021,b=0        15.369        15.413        15.463       15.519       15.58        15.646        15.977        16.078        16.189        16.307         16.43        16.55  
    coh4530:k=57.0335,b=0        15.37        15.413        15.464        15.52      15.581        15.647        15.977        16.079        16.189        16.308        16.431        16.55  
    coh4531:k=57.0461,b=0        15.37        15.414        15.464        15.52      15.581        15.648        15.978         16.08         16.19        16.308        16.431       16.551  
    coh4532:k=57.0586,b=0       15.371        15.415        15.465       15.521      15.582        15.648        15.979         16.08        16.191        16.309        16.432       16.552  
    coh4533:k=57.0711,b=0       15.372        15.415        15.466       15.522      15.583        15.649        15.979        16.081        16.191         16.31        16.433       16.552  
    coh4534:k=57.0836,b=0       15.372        15.416        15.466       15.522      15.583         15.65         15.98        16.082        16.192         16.31        16.433       16.553  
    coh4535:k=57.0961,b=0       15.373        15.417        15.467       15.523      15.584         15.65        15.981        16.082        16.193        16.311        16.434       16.554  
    coh4536:k=57.1086,b=0       15.374        15.417        15.468       15.524      15.585        15.651        15.981        16.083        16.193        16.312        16.435       16.554  
    coh4537:k=57.1211,b=0       15.374        15.418        15.468       15.524      15.585        15.652        15.982        16.084        16.194        16.312        16.435       16.555  
    coh4538:k=57.1336,b=0       15.375        15.419        15.469       15.525      15.586        15.652        15.983        16.084        16.195        16.313        16.436       16.556  
    coh4539:k=57.1461,b=0       15.376        15.419         15.47       15.526      15.587        15.653        15.983        16.085        16.195        16.314        16.436       16.556  
    coh4540:k=57.1586,b=0       15.376         15.42         15.47       15.526      15.587        15.654        15.984        16.086        16.196        16.314        16.437       16.557  
    coh4541:k=57.1711,b=0       15.377        15.421        15.471       15.527      15.588        15.654        15.985        16.086        16.197        16.315        16.438       16.558  
    coh4542:k=57.1836,b=0       15.378        15.421        15.472       15.527      15.589        15.655        15.985        16.087        16.197        16.316        16.438       16.558  
    coh4543:k=57.1961,b=0       15.378        15.422        15.472       15.528      15.589        15.656        15.986        16.088        16.198        16.316        16.439       16.559  
    coh4544:k=57.2086,b=0       15.379        15.423        15.473       15.529       15.59        15.656        15.986        16.088        16.199        16.317         16.44        16.56  
    coh4545:k=57.2211,b=0        15.38        15.423        15.474       15.529      15.591        15.657        15.987        16.089        16.199        16.317         16.44        16.56  
    coh4546:k=57.2336,b=0        15.38        15.424        15.474        15.53      15.591        15.658        15.988         16.09          16.2        16.318        16.441       16.561  

tb_pol_a
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.4,b=0                  0             0            0            0             0             0             0             0            0              0             0            0  
    coh2:k=0.412505,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh3:k=0.425009,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh4:k=0.437514,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh5:k=0.450019,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh6:k=0.462523,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh7:k=0.475028,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh8:k=0.487533,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh9:k=0.500037,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh10:k=0.512542,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh11:k=0.525046,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh12:k=0.537551,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh13:k=0.550056,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh14:k=0.56256,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh15:k=0.575065,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh16:k=0.58757,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh17:k=0.600074,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh18:k=0.612579,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh19:k=0.625084,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh20:k=0.637588,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh21:k=0.650093,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh22:k=0.662598,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh23:k=0.675102,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh24:k=0.687607,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh25:k=0.700112,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh26:k=0.712616,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh27:k=0.725121,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh28:k=0.737625,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh29:k=0.75013,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh30:k=0.762635,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh31:k=0.775139,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh32:k=0.787644,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh33:k=0.800149,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh34:k=0.812653,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh35:k=0.825158,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh36:k=0.837663,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh37:k=0.850167,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh38:k=0.862672,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh39:k=0.875177,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh40:k=0.887681,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh41:k=0.900186,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh42:k=0.912691,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh43:k=0.925195,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh44:k=0.9377,b=0              0             0            0            0             0             0             0             0            0              0             0            0  
    coh45:k=0.950204,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh46:k=0.962709,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh47:k=0.975214,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh48:k=0.987718,b=0            0             0            0            0             0             0             0             0            0              0             0            0  
    coh49:k=1.00022,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh50:k=1.01273,b=0             0             0            0            0             0             0             0             0            0              0             0            0  
    coh4497:k=56.6209,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4498:k=56.6334,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4499:k=56.6459,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4500:k=56.6584,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4501:k=56.6709,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4502:k=56.6834,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4503:k=56.6959,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4504:k=56.7084,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4505:k=56.7209,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4506:k=56.7334,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4507:k=56.7459,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4508:k=56.7584,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4509:k=56.771,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4510:k=56.7835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4511:k=56.796,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4512:k=56.8085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4513:k=56.821,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4514:k=56.8335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4515:k=56.846,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4516:k=56.8585,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4517:k=56.871,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4518:k=56.8835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4519:k=56.896,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4520:k=56.9085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4521:k=56.921,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4522:k=56.9335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4523:k=56.946,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4524:k=56.9585,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4525:k=56.971,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4526:k=56.9835,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4527:k=56.996,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4528:k=57.0085,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4529:k=57.021,b=0       48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4530:k=57.0335,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4531:k=57.0461,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4532:k=57.0586,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4533:k=57.0711,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4534:k=57.0836,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4535:k=57.0961,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4536:k=57.1086,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4537:k=57.1211,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4538:k=57.1336,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4539:k=57.1461,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4540:k=57.1586,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4541:k=57.1711,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4542:k=57.1836,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4543:k=57.1961,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4544:k=57.2086,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4545:k=57.2211,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  
    coh4546:k=57.2336,b=0      48.118        47.798       47.358       46.837        46.237        45.516        40.833        39.071        36.99         34.588        31.906       28.983  

tb_pol_k
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.4,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 
    coh2:k=0.412505,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 
    coh3:k=0.425009,b=0       0.080064      0.080064     0.080064     0.080064      0.080064      0.080064        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh4:k=0.437514,b=0       0.080064      0.080064       0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh5:k=0.450019,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 
    coh6:k=0.462523,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 
    coh7:k=0.475028,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 
    coh8:k=0.487533,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=0.500037,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=0.512542,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201       0.16013       0.16013       0.16013        0.1201        0.1201       0.1201 
    coh11:k=0.525046,b=0        0.1201       0.16013      0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh12:k=0.537551,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 
    coh13:k=0.550056,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 
    coh14:k=0.56256,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 
    coh15:k=0.575065,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 
    coh16:k=0.58757,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=0.600074,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.16013       0.16013       0.16013      0.16013 
    coh18:k=0.612579,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 
    coh19:k=0.625084,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 
    coh20:k=0.637588,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=0.650093,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=0.662598,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=0.675102,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh24:k=0.687607,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.20016       0.20016      0.20016 
    coh25:k=0.700112,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=0.712616,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=0.725121,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=0.737625,b=0       0.28022       0.28022      0.28022      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh29:k=0.75013,b=0        0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh30:k=0.762635,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.24019       0.24019       0.24019      0.24019 
    coh31:k=0.775139,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022      0.24019 
    coh32:k=0.787644,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=0.800149,b=0       0.32026       0.28022      0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh34:k=0.812653,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh35:k=0.825158,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh36:k=0.837663,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.28022       0.28022       0.28022      0.28022 
    coh37:k=0.850167,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.28022      0.28022 
    coh38:k=0.862672,b=0       0.36029       0.32026      0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh39:k=0.875177,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh40:k=0.887681,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh41:k=0.900186,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh42:k=0.912691,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.32026       0.32026       0.32026      0.32026 
    coh43:k=0.925195,b=0       0.40032       0.40032      0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.32026      0.32026 
    coh44:k=0.9377,b=0         0.40032       0.40032      0.40032      0.40032       0.40032       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029      0.36029 
    coh45:k=0.950204,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.40032       0.36029       0.36029       0.36029       0.36029       0.36029      0.36029 
    coh46:k=0.962709,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.40032       0.36029       0.36029       0.36029       0.36029       0.36029      0.36029 
    coh47:k=0.975214,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.40032       0.40032       0.36029       0.36029       0.36029       0.36029      0.36029 
    coh48:k=0.987718,b=0       0.44035       0.44035      0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.36029       0.36029      0.36029 
    coh49:k=1.00022,b=0        0.44035       0.44035      0.44035      0.44035       0.44035       0.40032       0.40032       0.40032       0.40032       0.40032       0.36029      0.36029 
    coh50:k=1.01273,b=0        0.44035       0.44035      0.44035      0.44035       0.44035       0.44035       0.40032       0.40032       0.40032       0.40032       0.40032      0.40032 
    coh4497:k=56.6209,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4498:k=56.6334,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4499:k=56.6459,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4500:k=56.6584,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4501:k=56.6709,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4502:k=56.6834,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4503:k=56.6959,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4504:k=56.7084,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4505:k=56.7209,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4506:k=56.7334,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4507:k=56.7459,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4508:k=56.7584,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4509:k=56.771,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4510:k=56.7835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4511:k=56.796,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4512:k=56.8085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4513:k=56.821,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4514:k=56.8335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4515:k=56.846,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4516:k=56.8585,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4517:k=56.871,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4518:k=56.8835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4519:k=56.896,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4520:k=56.9085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4521:k=56.921,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4522:k=56.9335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4523:k=56.946,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4524:k=56.9585,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4525:k=56.971,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4526:k=56.9835,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4527:k=56.996,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4528:k=57.0085,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4529:k=57.021,b=0        1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4530:k=57.0335,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4531:k=57.0461,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4532:k=57.0586,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4533:k=57.0711,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4534:k=57.0836,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4535:k=57.0961,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4536:k=57.1086,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4537:k=57.1211,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4538:k=57.1336,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4539:k=57.1461,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4540:k=57.1586,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4541:k=57.1711,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4542:k=57.1836,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4543:k=57.1961,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4544:k=57.2086,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4545:k=57.2211,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 
    coh4546:k=57.2336,b=0       1.8815        2.2018       2.6421       3.1625         3.763        4.4836        9.1673        10.929         13.01        15.412        18.094       21.017 

tb_pol_w
                             z1_0_34741    z2_0_40076    z3_0_4623    z4_0_5333    z5_0_61519    z6_0_70966    z10_1_2567    z11_1_4496    z12_1_6723    z13_1_9291    z14_2_2253    z15_2_567
                             __________    __________    _________    _________    __________    __________    __________    __________    __________    __________    __________    _________

    coh1:k=0.4,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 
    coh2:k=0.412505,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 
    coh3:k=0.425009,b=0       0.080064      0.080064     0.080064     0.080064      0.080064      0.080064        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh4:k=0.437514,b=0       0.080064      0.080064       0.1201       0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201        0.1201       0.1201 
    coh5:k=0.450019,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 
    coh6:k=0.462523,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 
    coh7:k=0.475028,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 
    coh8:k=0.487533,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=0.500037,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=0.512542,b=0        0.1201        0.1201       0.1201       0.1201        0.1201        0.1201       0.16013       0.16013       0.16013        0.1201        0.1201       0.1201 
    coh11:k=0.525046,b=0        0.1201       0.16013      0.16013      0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013       0.16013      0.16013 
    coh12:k=0.537551,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 
    coh13:k=0.550056,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 
    coh14:k=0.56256,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 
    coh15:k=0.575065,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 
    coh16:k=0.58757,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=0.600074,b=0       0.20016       0.20016      0.20016      0.20016       0.20016       0.20016       0.20016       0.20016       0.16013       0.16013       0.16013      0.16013 
    coh18:k=0.612579,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 
    coh19:k=0.625084,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 
    coh20:k=0.637588,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=0.650093,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=0.662598,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=0.675102,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.20016       0.20016       0.20016       0.20016       0.20016      0.20016 
    coh24:k=0.687607,b=0       0.24019       0.24019      0.24019      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.20016       0.20016      0.20016 
    coh25:k=0.700112,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=0.712616,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=0.725121,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=0.737625,b=0       0.28022       0.28022      0.28022      0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh29:k=0.75013,b=0        0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.24019       0.24019       0.24019       0.24019       0.24019      0.24019 
    coh30:k=0.762635,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.24019       0.24019       0.24019      0.24019 
    coh31:k=0.775139,b=0       0.28022       0.28022      0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022      0.24019 
    coh32:k=0.787644,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=0.800149,b=0       0.32026       0.28022      0.28022      0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh34:k=0.812653,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh35:k=0.825158,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.28022       0.28022       0.28022       0.28022       0.28022      0.28022 
    coh36:k=0.837663,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.28022       0.28022       0.28022      0.28022 
    coh37:k=0.850167,b=0       0.32026       0.32026      0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.28022      0.28022 
    coh38:k=0.862672,b=0       0.36029       0.32026      0.32026      0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh39:k=0.875177,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.32026       0.32026       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh40:k=0.887681,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh41:k=0.900186,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.36029       0.32026       0.32026       0.32026       0.32026      0.32026 
    coh42:k=0.912691,b=0       0.36029       0.36029      0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.32026       0.32026       0.32026      0.32026 
    coh43:k=0.925195,b=0       0.40032       0.40032      0.36029      0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029       0.32026      0.32026 
    coh44:k=0.9377,b=0         0.40032       0.40032      0.40032      0.40032       0.40032       0.36029       0.36029       0.36029       0.36029       0.36029       0.36029      0.36029 
    coh45:k=0.950204,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.40032       0.36029       0.36029       0.36029       0.36029       0.36029      0.36029 
    coh46:k=0.962709,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.40032       0.36029       0.36029       0.36029       0.36029       0.36029      0.36029 
    coh47:k=0.975214,b=0       0.40032       0.40032      0.40032      0.40032       0.40032       0.40032       0.40032       0.36029       0.36029       0.36029       0.36029      0.36029 
    coh48:k=0.987718,b=0       0.44035       0.44035      0.40032      0.40032       0.40032       0.40032       0.40032       0.40032       0.40032       0.36029       0.36029      0.36029 
    coh49:k=1.00022,b=0        0.44035       0.44035      0.44035      0.44035       0.44035       0.40032       0.40032       0.40032       0.40032       0.40032       0.36029      0.36029 
    coh50:k=1.01273,b=0        0.44035       0.44035      0.44035      0.44035       0.44035       0.44035       0.40032       0.40032       0.40032       0.40032       0.40032      0.40032 
    coh4497:k=56.6209,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4498:k=56.6334,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4499:k=56.6459,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4500:k=56.6584,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4501:k=56.6709,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4502:k=56.6834,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4503:k=56.6959,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4504:k=56.7084,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4505:k=56.7209,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4506:k=56.7334,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4507:k=56.7459,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4508:k=56.7584,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4509:k=56.771,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4510:k=56.7835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4511:k=56.796,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4512:k=56.8085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4513:k=56.821,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4514:k=56.8335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4515:k=56.846,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4516:k=56.8585,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4517:k=56.871,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4518:k=56.8835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4519:k=56.896,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4520:k=56.9085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4521:k=56.921,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4522:k=56.9335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4523:k=56.946,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4524:k=56.9585,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4525:k=56.971,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4526:k=56.9835,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4527:k=56.996,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4528:k=57.0085,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4529:k=57.021,b=0            50            50           50           50            50            50            50            50            50            50            50           50 
    coh4530:k=57.0335,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4531:k=57.0461,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4532:k=57.0586,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4533:k=57.0711,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4534:k=57.0836,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4535:k=57.0961,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4536:k=57.1086,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4537:k=57.1211,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4538:k=57.1336,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4539:k=57.1461,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4540:k=57.1586,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4541:k=57.1711,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4542:k=57.1836,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4543:k=57.1961,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4544:k=57.2086,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4545:k=57.2211,b=0           50            50           50           50            50            50            50            50            50            50            50           50 
    coh4546:k=57.2336,b=0           50            50           50           50            50            50            50            50            50            50            50           50 

end