Contents

Tests the IPKWZ_VF_VECSV Algorithm with varyin w (fl_y_min)

close all

ar_fl_y_min = [0, 0.20, 1];
% 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_ipwkbz_set_default_param(it_param_set);

    % Simulation Accuracy
    param_map('it_w_perc_n') = 500;
    param_map('it_ak_perc_n') = param_map('it_w_perc_n');
    param_map('it_z_n') = 15;

    param_map('fl_coh_interp_grid_gap') = 0.01;
    param_map('fl_w_interp_grid_gap') = 0.01;
    param_map('it_c_interp_grid_gap') = 10^-4;

    % Iteration Limits
    % param_map('it_maxiter_val') = 2;

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

    % Production Function Parameters
    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_ipwkbz_vf_vecsv(param_map, support_map);
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
fl_y_min = 0
xxxxxxxxxxxxxxxxxxxxxxxxxxx
xxxxxxxxxxxxxxxxxxxxxxxxxxx
Warning:
"C:\Users\fan\CodeDynaAsset\m_ipwkbz\test\ff_ipwkbz_vf_vecsv\test_prod\html" not
found in path. 
Warning: Ignoring extra legend entries. 
Elapsed time is 263.385543 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         604.72      6776.1             1             1           1           1             1           1             1             1           1           1             1           1             1             1           1
    iter=2         838.04      8079.5       0.99974             1           1           1             1           1             1             1           1           1             1           1             1             1           1
    iter=3         526.93      2657.9       0.99714       0.99701           1     0.99766             1     0.99727             1       0.99987           1     0.99941       0.99993     0.99993       0.99987       0.99974     0.99935
    iter=4         390.22      1307.4       0.99701       0.99505     0.99597     0.99662       0.99544     0.99785       0.99779             1           1     0.99987             1     0.99954       0.99974       0.99909     0.99928
    iter=5         313.42      780.14       0.99284       0.99362     0.99453     0.99518        0.9957     0.99623       0.99961             1     0.99766     0.99948       0.99987     0.99974       0.99961       0.99961     0.99857
    iter=6         261.96      519.25        0.9918       0.99206     0.99265      0.9944       0.99544     0.99564       0.99675       0.99714     0.99974     0.99961       0.99831     0.99902       0.99896       0.99935     0.99876
    iter=7         223.63      374.04       0.99011       0.99349     0.99245     0.99583       0.99466     0.99727        0.9961        0.9987      0.9974     0.99766       0.99954     0.99837       0.99922       0.99902     0.99857
    iter=8         193.32      279.94       0.98933       0.99258     0.99167      0.9931       0.99597     0.99675       0.99544       0.99636     0.99694     0.99753       0.99759     0.99792       0.99863       0.99863     0.99798
    iter=9         168.51      214.51       0.98894       0.98946     0.99076     0.99271       0.99297      0.9931       0.99453        0.9961     0.99805     0.99675       0.99733      0.9974       0.99701       0.99805     0.99844
    iter=10        147.77      170.24       0.98907       0.98868     0.98907     0.99128       0.99076     0.99219       0.99349       0.99505     0.99727     0.99623       0.99649     0.99694       0.99759       0.99818     0.99798
    iter=11        130.18       142.3       0.99024        0.9875     0.98822     0.98946       0.99024     0.99141       0.99336       0.99388     0.99453     0.99701        0.9961     0.99714       0.99707       0.99733     0.99759
    iter=12        115.11      115.85       0.98933       0.98777     0.98503     0.98607       0.98881     0.98913       0.99388       0.99258     0.99343     0.99401       0.99538     0.99577       0.99662       0.99707     0.99707
    iter=13        102.11      96.787       0.98907       0.98464     0.98464     0.98646       0.98568     0.98744       0.98933       0.99173     0.99219     0.99304       0.99616     0.99629       0.99649       0.99694     0.99753
    iter=14        90.837       84.47        0.9892       0.98724     0.97983     0.98048       0.98568     0.98477       0.98659       0.98842      0.9918       0.992       0.99278     0.99408       0.99518       0.99701     0.99675
    iter=15        81.012      70.928        0.9875       0.98425       0.981     0.97917       0.97826     0.98282       0.98503       0.98724     0.98861     0.99121       0.99278     0.99382       0.99505       0.99623     0.99629
    iter=16        72.424      61.636       0.98334        0.9849     0.97644     0.97345       0.97605     0.97826       0.98191       0.98399     0.98627     0.98822       0.99063      0.9931       0.99414       0.99564      0.9957
    iter=17        64.899      54.118       0.97618       0.97683     0.97449     0.97006       0.97058     0.97241       0.97957       0.98028     0.98334     0.98497       0.98887     0.99063       0.99297        0.9946     0.99492
    iter=18        58.292      49.528       0.97071       0.97124      0.9698     0.96538       0.96199      0.9672       0.97111       0.97787      0.9823     0.98542       0.98692     0.99063       0.99245       0.99336     0.99447
    iter=19        52.481      42.717       0.94351       0.93414     0.94768     0.95184       0.95484     0.95913       0.96889        0.9659     0.97273     0.97839       0.98282     0.98685        0.9892       0.99173      0.9944
    iter=20        47.364      37.951       0.89548       0.89679     0.91774     0.92191       0.92633     0.93739       0.93596       0.95458     0.96681     0.97364       0.97781     0.98347       0.98764        0.9918      0.9918
    iter=21        42.854      41.163       0.80099       0.81934     0.81661     0.82572       0.83913     0.85357       0.88924        0.9072     0.93115     0.95223       0.96824     0.97709       0.98451       0.98692      0.9903
    iter=22        38.876      31.049       0.69335       0.68606     0.75023     0.76051       0.74203     0.78029       0.78498       0.80255      0.8373     0.85865       0.89939     0.93473       0.96336        0.9821     0.98711
    iter=23        35.366      27.642       0.61174       0.66367      0.6573     0.64844       0.65495     0.70103       0.69803       0.73292      0.7486     0.78055       0.80411     0.84186       0.87179       0.91195     0.94618
    iter=24        32.265      37.297        0.5736       0.58063     0.58987     0.56293       0.62306     0.61265       0.61447       0.65378      0.6614     0.71053        0.7143     0.76214       0.80118       0.81726     0.85995
    iter=25        29.525      26.867       0.50176       0.49278      0.4998     0.55642       0.54718     0.52753       0.59352       0.57894     0.60849     0.62658       0.66523     0.67291       0.71743       0.75752      0.7652
    iter=26        27.101       20.88       0.41624       0.46701      0.4916      0.4713       0.46648     0.52323       0.50735       0.52375     0.55642     0.55532       0.59632     0.62131       0.63764       0.68092     0.71886
    iter=27        24.955      22.515       0.46102       0.42015     0.38592     0.43069        0.4618     0.43876       0.45828        0.4903     0.47846        0.53       0.52623     0.56508       0.59573       0.60068     0.64337
    iter=28        23.053      17.707       0.32136       0.36353     0.40778     0.39997       0.37316     0.42197        0.4208        0.4195     0.46857     0.45087       0.50716     0.50475       0.53599       0.57334     0.57985
    iter=29        21.364      16.531       0.34791       0.32513     0.31576     0.35286       0.37941     0.35611       0.38201       0.40791     0.39848     0.44644       0.42848     0.47312       0.48965       0.49701     0.53885
    iter=30        19.862      15.702       0.28583       0.31212     0.32904     0.29728       0.31524     0.35741        0.3427       0.35728     0.38839     0.37837       0.41559      0.4223       0.44852       0.48236     0.48568
    iter=31        18.521      21.963       0.25198       0.25159     0.28166     0.30808       0.29728     0.29364       0.32852       0.32266      0.3345     0.36034        0.3634     0.38813       0.41332       0.41494     0.44436
    iter=32        17.322       13.42       0.26123       0.26344     0.23233     0.25381       0.28387     0.28674       0.27489       0.31381      0.3034     0.32865       0.33372     0.36028       0.36132       0.39652     0.41117
    iter=33        16.246      13.355       0.21059       0.23194     0.25667      0.2266       0.23715     0.26409       0.26695       0.26448     0.29455       0.284       0.31928     0.31459       0.35247       0.36028     0.36294
    iter=34        15.276      11.473       0.17832       0.18795     0.21307      0.2365       0.21593     0.21801       0.24795       0.24431     0.25765     0.28934       0.27919     0.30834       0.31544        0.3168     0.35299
    iter=35        14.399      21.534       0.20838       0.17832     0.17675     0.19511       0.21814     0.20279       0.21125       0.23832     0.22192     0.24782       0.25081     0.27698       0.27242       0.31095      0.3181
    iter=36        13.601      10.525       0.16803       0.18769     0.17415     0.16465       0.18417     0.21059        0.1856       0.20773     0.23298     0.21906       0.25251     0.24548       0.26851       0.28413     0.29077
    iter=37        12.873      8.7901       0.14265       0.15762     0.17636     0.15879       0.16166     0.17727       0.19563       0.18092     0.20435     0.20331       0.22634     0.22582       0.24912       0.24925       0.254
    iter=38        12.204      11.086       0.12235       0.13289     0.14382     0.16257       0.14174     0.15385       0.17714       0.17207     0.17897      0.2063       0.19667     0.22257       0.22231        0.2266     0.26097
    iter=39        11.588      8.7272       0.12677       0.11363     0.12729      0.1394       0.15463     0.13289       0.15189       0.17103     0.15905      0.1856        0.1791      0.1968       0.19641       0.22804     0.23233
    iter=40        11.017      8.4811       0.12755       0.11988     0.10699     0.12157       0.13641     0.13901       0.13172        0.1528     0.15476     0.15918       0.18144     0.17688       0.18001       0.20955     0.20226
    iter=41        10.486       8.272       0.10712       0.12183       0.104     0.10556       0.11857     0.13146       0.11792       0.13406      0.1515     0.14083       0.16205     0.16048       0.19901         0.183     0.18639
    iter=42         9.989      7.2373      0.093713        0.1023     0.11376    0.092672       0.10074     0.11558       0.12599       0.12144     0.13211     0.12664       0.14552     0.14721       0.16374       0.16374     0.16647
    iter=43        9.5229      6.8548       0.08265      0.088507    0.096837     0.10074      0.091631     0.10243        0.1161         0.104     0.12196     0.13654       0.13315     0.15189       0.14682        0.1502     0.17701
    iter=44        9.0839      6.3613      0.070676      0.077183    0.088247    0.095405      0.076923    0.091501       0.10282       0.10361      0.1092     0.12014       0.11818     0.13146       0.13419       0.13393     0.15983
    iter=45        8.6689      5.9306      0.061695      0.068723    0.073409    0.083952      0.087336    0.077314       0.09059       0.10165    0.093844     0.10816       0.10738     0.12066       0.12014       0.14421     0.13979
    iter=46        8.2756      10.106      0.067161      0.059352    0.067161    0.072758      0.080437    0.071587      0.079917      0.091371    0.084733    0.097618       0.10452     0.10569       0.10868       0.12938     0.13211
    iter=47        7.9019      5.3573      0.068723      0.051803    0.058441    0.063387      0.074971    0.071847      0.073149      0.082129    0.083952    0.089418       0.09931      0.1023       0.10575       0.11623     0.11024
    iter=48        7.5459      7.6735      0.060263      0.063257    0.052584     0.05766      0.061564    0.072368      0.064949      0.072107    0.084212    0.080958      0.095405    0.094364       0.12001       0.10881     0.10712
    iter=49        7.2063      5.3771      0.052584      0.059482    0.046076    0.052453      0.059872    0.064688      0.055838      0.064949    0.074841    0.071717       0.08291    0.085253      0.096967      0.093193    0.095275
    iter=50        6.8817       5.175      0.047898      0.052453    0.047507    0.044514      0.052844    0.058311      0.054015      0.060133    0.070285    0.065795      0.076793    0.077183      0.087596      0.085774    0.091045
    iter=127      0.09022           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=128     0.084834     0.15389    0.00013016    0.00013016           0           0             0           0             0    0.00013016           0           0             0           0             0             0           0
    iter=129     0.079768     0.13692             0             0           0           0    0.00013016           0             0             0           0           0             0           0             0             0           0
    iter=130     0.075004     0.20531             0             0           0           0             0           0             0             0           0           0             0           0    0.00039047             0           0
    iter=131     0.070522           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=132     0.066307           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=133     0.062343     0.12338             0             0           0           0             0           0             0             0           0           0             0           0             0    0.00013016           0
    iter=134     0.058616           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=135      0.05511    0.089316             0             0           0           0             0           0    0.00013016             0           0           0             0           0             0             0           0
    iter=136     0.051813           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=137     0.048713           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=138     0.045798           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=139     0.043057           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=140     0.040479           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=141     0.038056           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=142     0.035777           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=143     0.033634           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=144      0.03162           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=145     0.029726           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=146     0.027945     0.14394             0             0           0           0             0           0             0             0           0           0    0.00026031           0             0             0           0
    iter=147     0.026271           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=148     0.024696           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=149     0.023216           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=150     0.021825    0.060389             0             0           0           0             0           0             0             0           0           0             0           0    0.00013016             0           0
    iter=151     0.020517           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=152     0.019287           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=153     0.018131           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=154     0.017044           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=155     0.016022           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=156     0.015062           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=157     0.014159           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=158      0.01331           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=159     0.012512           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=160     0.011761           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=161     0.011056           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=162     0.010393           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=163    0.0097699           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=164     0.009184           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=165    0.0086332           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=166    0.0081154           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=167    0.0076286           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=168    0.0071711           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=169    0.0067409           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=170    0.0063366           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=171    0.0059565           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=172    0.0055992           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=173    0.0052634           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=174    0.0049476           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=175    0.0046508           0             0             0           0           0             0           0             0             0           0           0             0           0             0             0           0
    iter=176    0.0043718           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=-20,b=0            -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.885        -54.46       -54.026       -53.609 
    coh2:k=-19.99,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.885        -54.46       -54.026       -53.609 
    coh3:k=-19.98,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.885        -54.46       -54.026       -53.609 
    coh4:k=-19.97,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.885        -54.46       -54.026       -53.609 
    coh5:k=-19.96,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.885        -54.46       -54.026       -52.053 
    coh6:k=-19.95,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.885        -54.46       -53.059       -45.711 
    coh7:k=-19.94,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.885        -54.46        -48.14       -40.632 
    coh8:k=-19.93,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.885       -51.356       -44.001       -36.811 
    coh9:k=-19.92,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -54.758       -48.245       -40.777       -33.932 
    coh10:k=-19.91,b=0        -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -52.476       -45.507       -38.087       -31.474 
    coh11:k=-19.9,b=0         -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -55.293       -50.136       -42.943       -35.745       -29.508 
    coh12:k=-19.89,b=0        -58.254       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -54.021       -47.786       -40.566       -33.615       -27.845 
    coh13:k=-19.88,b=0        -58.221       -58.053       -57.823      -57.572      -57.303       -57.017       -55.679       -52.424       -45.896        -38.64       -31.933       -26.358 
    coh14:k=-19.87,b=0        -57.994       -57.832       -57.648      -57.448      -57.237       -57.014       -55.679       -50.975       -44.186       -36.962       -30.426        -25.13 
    coh15:k=-19.86,b=0        -57.792        -57.63       -57.446      -57.247      -57.035       -56.813       -54.915       -49.334       -42.389       -35.375       -29.094       -24.056 
    coh16:k=-19.85,b=0        -57.611       -57.448       -57.264      -57.065      -56.854       -56.631       -53.609       -47.731       -40.775       -33.903       -27.907       -23.076 
    coh17:k=-19.84,b=0        -57.447       -57.284         -57.1      -56.901       -56.69       -56.467         -52.4        -46.27       -39.309       -32.606       -26.842       -22.226 
    coh18:k=-19.83,b=0        -57.298       -57.135       -56.951      -56.752       -56.54       -56.318       -51.257       -44.908       -37.958       -31.451       -25.871       -21.449 
    coh19:k=-19.82,b=0        -57.161       -56.998       -56.814      -56.615      -56.404       -56.181       -50.194       -43.705       -36.783       -30.398       -25.011        -20.74 
    coh20:k=-19.81,b=0        -57.035       -56.873       -56.688      -56.489      -56.278       -56.055       -49.133       -42.511       -35.672       -29.436       -24.227        -20.11 
    coh21:k=-19.8,b=0         -56.919       -56.756       -56.572      -56.373      -56.162       -55.939       -47.977        -41.32       -34.615       -28.562       -23.501       -19.517 
    coh22:k=-19.79,b=0        -56.811       -56.648       -56.464      -56.265      -56.054       -55.831       -46.819       -40.181        -33.61       -27.746       -22.848        -18.98 
    coh23:k=-19.78,b=0        -56.711       -56.548       -56.364      -56.165      -55.954       -55.731       -45.754       -39.132       -32.669        -26.98       -22.237       -18.485 
    coh24:k=-19.77,b=0        -56.617       -56.454        -56.27      -56.071       -55.86       -55.637       -44.771       -38.168       -31.834       -26.263       -21.661       -18.017 
    coh25:k=-19.76,b=0        -56.529       -56.366       -56.182      -55.983      -55.772       -55.549       -43.839       -37.265       -31.047        -25.62       -21.133       -17.588 
    coh26:k=-19.75,b=0        -56.446       -56.284         -56.1      -55.901      -55.689       -55.467        -42.95       -36.414       -30.303       -25.012       -20.641       -17.184 
    coh27:k=-19.74,b=0        -56.369       -56.206       -56.022      -55.823      -55.612       -55.389       -42.107       -35.611       -29.602       -24.438       -20.175         -16.8 
    coh28:k=-19.73,b=0        -56.295       -56.133       -55.949       -55.75      -55.538       -55.316        -41.25       -34.842       -28.954       -23.902       -19.744       -16.447 
    coh29:k=-19.72,b=0        -56.226       -56.064       -55.879       -55.68      -55.469       -55.246       -40.442       -34.102       -28.337         -23.4       -19.336       -16.108 
    coh30:k=-19.7099,b=0       -56.16       -55.998       -55.814      -55.615      -55.403       -55.181       -39.655       -33.409        -27.75       -22.923       -18.946       -15.788 
    coh31:k=-19.6999,b=0      -56.098       -55.935       -55.751      -55.552      -55.341       -55.118       -38.887        -32.74       -27.198       -22.471       -18.582       -15.487 
    coh32:k=-19.6899,b=0      -56.038       -55.876       -55.692      -55.493      -55.281       -55.059       -38.152       -32.102       -26.673       -22.049       -18.236       -15.198 
    coh33:k=-19.6799,b=0      -55.982       -55.819       -55.635      -55.436      -55.225       -55.002       -37.463       -31.497       -26.173       -21.644       -17.904       -14.924 
    coh34:k=-19.6699,b=0      -55.928       -55.765       -55.581      -55.382      -55.171       -54.948       -36.818       -30.921       -25.695       -21.256       -17.592       -14.664 
    coh35:k=-19.6599,b=0      -55.876       -55.714        -55.53       -55.33      -55.119       -54.896       -36.205       -30.378       -25.242       -20.889       -17.293       -14.413 
    coh36:k=-19.6499,b=0      -55.827       -55.664        -55.48      -55.281       -55.07       -54.847       -35.616       -29.866       -24.814       -20.541       -17.006       -14.175 
    coh37:k=-19.6399,b=0       -55.78       -55.617       -55.433      -55.234      -55.022         -54.8       -35.043       -29.372       -24.405       -20.205       -16.732       -13.947 
    coh38:k=-19.6299,b=0      -55.734       -55.572       -55.388      -55.188      -54.977       -54.701       -34.478       -28.896       -24.012       -19.884       -16.471       -13.725 
    coh39:k=-19.6199,b=0      -55.691       -55.528       -55.344      -55.145      -54.934       -54.401        -33.93       -28.435       -23.635        -19.58       -16.218       -13.515 
    coh40:k=-19.6099,b=0      -55.649       -55.486       -55.302      -55.103      -54.892       -54.029       -33.405       -27.993       -23.276       -19.286       -15.976       -13.312 
    coh41:k=-19.5999,b=0      -55.608       -55.446       -55.262      -55.063      -54.851       -53.608       -32.903       -27.569       -22.929       -19.002       -15.745       -13.115 
    coh42:k=-19.5899,b=0       -55.57       -55.407       -55.223      -55.024      -54.813       -53.206       -32.421       -27.161       -22.595       -18.731       -15.521       -12.927 
    coh43:k=-19.5799,b=0      -55.532        -55.37       -55.186      -54.986      -54.775       -52.822       -31.957       -26.768       -22.272       -18.471       -15.304       -12.745 
    coh44:k=-19.5699,b=0      -55.496       -55.334       -55.149       -54.95      -54.739       -52.447       -31.507       -26.392       -21.964       -18.218       -15.097       -12.568 
    coh45:k=-19.5599,b=0      -55.461       -55.299       -55.115      -54.915      -54.704       -52.058       -31.073        -26.03       -21.667       -17.973       -14.895       -12.398 
    coh46:k=-19.5499,b=0      -55.427       -55.265       -55.081      -54.882       -54.53       -51.683       -30.652        -25.68        -21.38        -17.74         -14.7       -12.234 
    coh47:k=-19.5399,b=0      -55.395       -55.232       -55.048      -54.849      -54.255       -51.325       -30.245       -25.341       -21.102       -17.513       -14.512       -12.073 
    coh48:k=-19.5299,b=0      -55.363       -55.201       -55.017      -54.818      -53.991       -50.975       -29.851       -25.011       -20.835       -17.292        -14.33       -11.918 
    coh49:k=-19.5199,b=0      -55.333        -55.17       -54.986      -54.787      -53.735       -50.634        -29.47       -24.693       -20.576        -17.08       -14.153       -11.768 
    coh50:k=-19.5099,b=0      -55.303       -55.141       -54.957      -54.757      -53.489       -50.262       -29.104       -24.388       -20.324       -16.875       -13.981       -11.622 
    coh7634:k=56.3435,b=0      14.356        14.405        14.462       14.524       14.593        14.667        15.037        15.151        15.274        15.406        15.544        15.677 
    coh7635:k=56.3535,b=0      14.356        14.405        14.462       14.524       14.593        14.667        15.037        15.151        15.274        15.407        15.544        15.677 
    coh7636:k=56.3635,b=0      14.356        14.405        14.462       14.524       14.593        14.667        15.037        15.151        15.274        15.407        15.544        15.678 
    coh7637:k=56.3735,b=0      14.357        14.405        14.462       14.524       14.593        14.667        15.037        15.151        15.274        15.407        15.544        15.678 
    coh7638:k=56.3835,b=0      14.357        14.405        14.462       14.524       14.593        14.667        15.037        15.151        15.274        15.407        15.545        15.679 
    coh7639:k=56.3935,b=0      14.357        14.405        14.462       14.524       14.593        14.667        15.037        15.151        15.275        15.408        15.545         15.68 
    coh7640:k=56.4035,b=0      14.357        14.406        14.462       14.525       14.593        14.668        15.038        15.152        15.276        15.409        15.546        15.681 
    coh7641:k=56.4135,b=0      14.358        14.407        14.463       14.526       14.594        14.669        15.039        15.153        15.277        15.409        15.547        15.681 
    coh7642:k=56.4235,b=0      14.359        14.408        14.464       14.527       14.595         14.67         15.04        15.154        15.278         15.41        15.548        15.682 
    coh7643:k=56.4336,b=0       14.36        14.409        14.465       14.528       14.596        14.671        15.041        15.155        15.279        15.411        15.549        15.683 
    coh7644:k=56.4436,b=0      14.361         14.41        14.466       14.529       14.597        14.672        15.042        15.156        15.279        15.412        15.549        15.684 
    coh7645:k=56.4536,b=0      14.362        14.411        14.467        14.53       14.598        14.673        15.043        15.157         15.28        15.413         15.55        15.684 
    coh7646:k=56.4636,b=0      14.363        14.411        14.468       14.531       14.599        14.674        15.044        15.158        15.281        15.414        15.551        15.685 
    coh7647:k=56.4736,b=0      14.364        14.412        14.469       14.532         14.6        14.674        15.044        15.158        15.282        15.414        15.552        15.686 
    coh7648:k=56.4836,b=0      14.365        14.413         14.47       14.533       14.601        14.675        15.045        15.159        15.283        15.415        15.553        15.686 
    coh7649:k=56.4936,b=0      14.366        14.414        14.471       14.533       14.602        14.676        15.046         15.16        15.284        15.416        15.553        15.687 
    coh7650:k=56.5036,b=0      14.367        14.415        14.472       14.534       14.603        14.677        15.047        15.161        15.284        15.417        15.554        15.687 
    coh7651:k=56.5136,b=0      14.367        14.415        14.472       14.534       14.603        14.677        15.047        15.161        15.285        15.417        15.554        15.687 
    coh7652:k=56.5236,b=0      14.367        14.415        14.472       14.534       14.603        14.677        15.047        15.161        15.285        15.417        15.554        15.687 
    coh7653:k=56.5336,b=0      14.367        14.415        14.472       14.535       14.603        14.677        15.047        15.161        15.285        15.417        15.554        15.688 
    coh7654:k=56.5436,b=0      14.367        14.416        14.472       14.535       14.603        14.677        15.047        15.161        15.285        15.417        15.554        15.688 
    coh7655:k=56.5536,b=0      14.367        14.416        14.472       14.535       14.603        14.677        15.047        15.161        15.285        15.417        15.555        15.689 
    coh7656:k=56.5636,b=0      14.367        14.416        14.472       14.535       14.603        14.678        15.048        15.162        15.285        15.418        15.556         15.69 
    coh7657:k=56.5736,b=0      14.367        14.416        14.472       14.535       14.604        14.678        15.048        15.162        15.286        15.419        15.556        15.691 
    coh7658:k=56.5836,b=0      14.368        14.417        14.473       14.536       14.604        14.679        15.049        15.163        15.287         15.42        15.557        15.691 
    coh7659:k=56.5936,b=0      14.369        14.418        14.474       14.537       14.605         14.68         15.05        15.164        15.288         15.42        15.558        15.692 
    coh7660:k=56.6036,b=0       14.37        14.419        14.475       14.538       14.606        14.681        15.051        15.165        15.289        15.421        15.559        15.693 
    coh7661:k=56.6136,b=0      14.371         14.42        14.476       14.539       14.607        14.682        15.052        15.166         15.29        15.422         15.56        15.694 
    coh7662:k=56.6236,b=0      14.372        14.421        14.477        14.54       14.608        14.683        15.053        15.167         15.29        15.423         15.56        15.694 
    coh7663:k=56.6336,b=0      14.373        14.422        14.478       14.541       14.609        14.684        15.054        15.168        15.291        15.424        15.561        15.695 
    coh7664:k=56.6436,b=0      14.374        14.423        14.479       14.542        14.61        14.685        15.055        15.169        15.292        15.424        15.562        15.696 
    coh7665:k=56.6536,b=0      14.375        14.424         14.48       14.543       14.611        14.686        15.055        15.169        15.293        15.425        15.563        15.696 
    coh7666:k=56.6636,b=0      14.376        14.425        14.481       14.544       14.612        14.687        15.056         15.17        15.294        15.426        15.563        15.697 
    coh7667:k=56.6736,b=0      14.377        14.425        14.482       14.544       14.613        14.687        15.057        15.171        15.294        15.427        15.564        15.697 
    coh7668:k=56.6836,b=0      14.377        14.425        14.482       14.544       14.613        14.687        15.057        15.171        15.294        15.427        15.564        15.697 
    coh7669:k=56.6936,b=0      14.377        14.425        14.482       14.544       14.613        14.687        15.057        15.171        15.294        15.427        15.564        15.697 
    coh7670:k=56.7036,b=0      14.377        14.425        14.482       14.544       14.613        14.687        15.057        15.171        15.295        15.427        15.564        15.697 
    coh7671:k=56.7136,b=0      14.377        14.425        14.482       14.544       14.613        14.687        15.057        15.171        15.295        15.427        15.564        15.698 
    coh7672:k=56.7236,b=0      14.377        14.426        14.482       14.545       14.613        14.687        15.057        15.171        15.295        15.427        15.565        15.699 
    coh7673:k=56.7336,b=0      14.377        14.426        14.482       14.545       14.613        14.687        15.057        15.171        15.295        15.428        15.565          15.7 
    coh7674:k=56.7436,b=0      14.377        14.426        14.482       14.545       14.613        14.688        15.058        15.172        15.296        15.429        15.566          15.7 
    coh7675:k=56.7536,b=0      14.378        14.427        14.483       14.546       14.614        14.689        15.059        15.173        15.297        15.429        15.567        15.701 
    coh7676:k=56.7636,b=0      14.379        14.428        14.484       14.547       14.615         14.69         15.06        15.174        15.298         15.43        15.568        15.702 
    coh7677:k=56.7736,b=0       14.38        14.428        14.485       14.548       14.616        14.691        15.061        15.175        15.298        15.431        15.568        15.703 
    coh7678:k=56.7836,b=0      14.381        14.429        14.486       14.549       14.617        14.692        15.062        15.176        15.299        15.432        15.569        15.703 
    coh7679:k=56.7936,b=0      14.382         14.43        14.487        14.55       14.618        14.693        15.063        15.177          15.3        15.433         15.57        15.704 
    coh7680:k=56.8036,b=0      14.383        14.431        14.488       14.551       14.619        14.693        15.063        15.177        15.301        15.433        15.571        15.705 
    coh7681:k=56.8136,b=0      14.384        14.432        14.489       14.551        14.62        14.694        15.064        15.178        15.302        15.434        15.572        15.705 
    coh7682:k=56.8236,b=0      14.385        14.433         14.49       14.552       14.621        14.695        15.065        15.179        15.303        15.435        15.572        15.706 
    coh7683:k=56.8336,b=0      14.386        14.434        14.491       14.553       14.622        14.696        15.066         15.18        15.304        15.436        15.573        15.707 

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=-20,b=0              -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74        -12.82        -15.26       -18.111       -19.98  
    coh2:k=-19.99,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74        -12.82        -15.26       -18.111       -19.98  
    coh3:k=-19.98,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74        -12.82        -15.26       -18.111       -19.98  
    coh4:k=-19.97,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74        -12.82        -15.26       -18.111       -19.98  
    coh5:k=-19.96,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74        -12.82        -15.26       -18.111          -20  
    coh6:k=-19.95,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74        -12.82        -15.26           -20          -20  
    coh7:k=-19.94,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74        -12.82        -15.26           -20          -20  
    coh8:k=-19.93,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74        -12.82           -20           -20          -20  
    coh9:k=-19.92,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74           -20           -20           -20          -20  
    coh10:k=-19.91,b=0          -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74           -20           -20           -20          -20  
    coh11:k=-19.9,b=0           -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914        -10.74           -20           -20           -20          -20  
    coh12:k=-19.89,b=0          -1.86         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914           -20           -20           -20           -20          -20  
    coh13:k=-19.88,b=0            -20         -2.18        -2.62         -3.1          -3.7         -4.42       -8.9914           -20           -20           -20           -20          -20  
    coh14:k=-19.87,b=0            -20           -20          -20          -20           -20           -20       -8.9914           -20           -20           -20           -20          -20  
    coh15:k=-19.86,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh16:k=-19.85,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh17:k=-19.84,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh18:k=-19.83,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh19:k=-19.82,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh20:k=-19.81,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh21:k=-19.8,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh22:k=-19.79,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh23:k=-19.78,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh24:k=-19.77,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh25:k=-19.76,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh26:k=-19.75,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh27:k=-19.74,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh28:k=-19.73,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh29:k=-19.72,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh30:k=-19.7099,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh31:k=-19.6999,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh32:k=-19.6899,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh33:k=-19.6799,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh34:k=-19.6699,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh35:k=-19.6599,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh36:k=-19.6499,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh37:k=-19.6399,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh38:k=-19.6299,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh39:k=-19.6199,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh40:k=-19.6099,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh41:k=-19.5999,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh42:k=-19.5899,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh43:k=-19.5799,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh44:k=-19.5699,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh45:k=-19.5599,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh46:k=-19.5499,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh47:k=-19.5399,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh48:k=-19.5299,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh49:k=-19.5199,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh50:k=-19.5099,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh7634:k=56.3435,b=0      48.117        47.837       47.417       46.857        46.297        45.457        40.837        39.157        37.057        34.677        31.737       30.757  
    coh7635:k=56.3535,b=0      48.126        47.846       47.426       46.866        46.306        45.466        40.846        39.166        37.066        34.686        31.746       30.766  
    coh7636:k=56.3635,b=0      48.135        47.855       47.435       46.875        46.315        45.475        40.855        39.175        37.075        34.695        31.755       28.459  
    coh7637:k=56.3735,b=0      48.145        47.865       47.445       46.885        46.325        45.485        40.865        39.185        37.085        34.705        31.765       28.568  
    coh7638:k=56.3835,b=0      48.154        47.874       47.454       46.894        46.334        45.494        40.874        39.194        37.094        34.305        32.222       28.574  
    coh7639:k=56.3935,b=0      48.163        47.883       47.463       46.903        46.343        45.503        40.743        38.926        36.829        34.314        32.358       28.581  
    coh7640:k=56.4035,b=0      48.022        47.742       47.323       46.763        46.204        45.365        40.751        38.933        36.836        34.449        32.621       28.587  
    coh7641:k=56.4135,b=0      48.031        47.751       47.331       46.772        46.213        45.374        40.759        38.941        36.961        34.466        31.708       28.711  
    coh7642:k=56.4235,b=0       48.04         47.76        47.34       46.781        46.221        45.382        40.767        38.949        36.991        34.579        31.537       28.845  
    coh7643:k=56.4336,b=0      48.048        47.769       47.349        46.79         46.23        45.391        40.775        38.957        36.905        34.808        31.543        28.98  
    coh7644:k=56.4436,b=0      48.057        47.778       47.358       46.798        46.239        45.399        40.783        38.964        36.866        34.662         31.55       29.196  
    coh7645:k=56.4536,b=0      48.066        47.786       47.367       46.807        46.247        45.408        40.791        38.972        36.873        34.495        31.557       29.388  
    coh7646:k=56.4636,b=0      48.075        47.795       47.375       46.816        46.256        45.416        40.799         38.98        36.881        34.502        31.622       29.581  
    coh7647:k=56.4736,b=0      48.084        47.804       47.384       46.825        46.265        45.425        40.807        38.987        36.935        34.556         31.71       29.844  
    coh7648:k=56.4836,b=0      48.093        47.813       47.393       46.833        46.273        45.434        40.815         39.03        37.036        34.656        31.717       30.141  
    coh7649:k=56.4936,b=0      48.102        47.822       47.402       46.842        46.282        45.442        40.823        39.143        37.043        34.663        31.724       30.509  
    coh7650:k=56.5036,b=0      48.111        47.831       47.411       46.851        46.291        45.451        40.831        39.151        37.051        34.671        31.731       30.751  
    coh7651:k=56.5136,b=0       48.12         47.84        47.42        46.86          46.3         45.46         40.84         39.16         37.06         34.68         31.74        30.76  
    coh7652:k=56.5236,b=0      48.129        47.849       47.429       46.869        46.309        45.469        40.849        39.169        37.069        34.689        31.749       30.769  
    coh7653:k=56.5336,b=0      48.138        47.858       47.438       46.878        46.318        45.478        40.858        39.178        37.078        34.698        31.758       28.496  
    coh7654:k=56.5436,b=0      48.147        47.867       47.447       46.887        46.327        45.487        40.867        39.187        37.087        34.707        31.767        28.57  
    coh7655:k=56.5536,b=0      48.157        47.877       47.457       46.897        46.337        45.497        40.877        39.197        37.097        34.307        32.258       28.576  
    coh7656:k=56.5636,b=0      48.166        47.886       47.466       46.906        46.346        45.506        40.745        38.928        36.831         34.35        32.429       28.582  
    coh7657:k=56.5736,b=0      48.024        47.744       47.325       46.766        46.206        45.367        40.753        38.936        36.862        34.461        32.455       28.612  
    coh7658:k=56.5836,b=0      48.033        47.753       47.334       46.774        46.215        45.376        40.761        38.943        36.985         34.48        31.532       28.746  
    coh7659:k=56.5936,b=0      48.042        47.762       47.343       46.783        46.224        45.384        40.769        38.951        36.993        34.615        31.538        28.88  
    coh7660:k=56.6036,b=0      48.051        47.771       47.351       46.792        46.232        45.393        40.777        38.959        36.873        34.876        31.545       29.014  
    coh7661:k=56.6136,b=0       48.06         47.78        47.36       46.801        46.241        45.402        40.785        38.966        36.868        34.565        31.552       29.263  
    coh7662:k=56.6236,b=0      48.068        47.789       47.369       46.809         46.25         45.41        40.793        38.974        36.875        34.497        31.559       29.423  
    coh7663:k=56.6336,b=0      48.077        47.798       47.378       46.818        46.258        45.419        40.801        38.982        36.883        34.504        31.656       29.647  
    coh7664:k=56.6436,b=0      48.086        47.806       47.386       46.827        46.267        45.427        40.809        38.989        36.969        34.589        31.712       29.909  
    coh7665:k=56.6536,b=0      48.095        47.815       47.395       46.835        46.276        45.436        40.817        39.063        37.038        34.658        31.719       30.238  
    coh7666:k=56.6636,b=0      48.104        47.824       47.404       46.844        46.284        45.444        40.825        39.145        37.045        34.665        31.725       30.574  
    coh7667:k=56.6736,b=0      48.113        47.833       47.413       46.853        46.293        45.453        40.833        39.153        37.053        34.673        31.733       30.753  
    coh7668:k=56.6836,b=0      48.122        47.842       47.422       46.862        46.302        45.462        40.842        39.162        37.062        34.682        31.742       30.762  
    coh7669:k=56.6936,b=0      48.131        47.851       47.431       46.871        46.311        45.471        40.851        39.171        37.071        34.691        31.751       30.771  
    coh7670:k=56.7036,b=0       48.14         47.86        47.44        46.88         46.32         45.48         40.86         39.18         37.08          34.7         31.76        30.78  
    coh7671:k=56.7136,b=0       48.15         47.87        47.45        46.89         46.33         45.49         40.87         39.19         37.09         34.71         31.77       28.571  
    coh7672:k=56.7236,b=0      48.159        47.879       47.459       46.899        46.339        45.499        40.879        39.199        37.099        34.719        32.285       28.577  
    coh7673:k=56.7336,b=0      48.168        47.888       47.468       46.908        46.348        45.508        40.747        38.929        36.832        34.376        32.479       28.583  
    coh7674:k=56.7436,b=0      48.177        47.897       47.327       46.767        46.208        45.369        40.755        38.937        36.888        34.463         32.26       28.638  
    coh7675:k=56.7536,b=0      48.035        47.755       47.335       46.776        46.217        45.378        40.763        38.945        36.987        34.505        31.533       28.772  
    coh7676:k=56.7636,b=0      48.043        47.764       47.344       46.785        46.225        45.386        40.771        38.952        36.971        34.663         31.54       28.905  
    coh7677:k=56.7736,b=0      48.052        47.773       47.353       46.793        46.234        45.395        40.779         38.96        36.862        34.871        31.546        29.05  
    coh7678:k=56.7836,b=0      48.061        47.781       47.362       46.802        46.243        45.403        40.786        38.968        36.869        34.496        31.553       29.311  
    coh7679:k=56.7936,b=0       48.07         47.79       47.371       46.811        46.251        45.412        40.794        38.975        36.877        34.498         31.56       29.447  
    coh7680:k=56.8036,b=0      48.079        47.799       47.379        46.82         46.26         45.42        40.802        38.983        36.884        34.505         31.68       29.694  
    coh7681:k=56.8136,b=0      48.088        47.808       47.388       46.828        46.268        45.429         40.81        38.991        36.992        34.613        31.713       29.956  
    coh7682:k=56.8236,b=0      48.097        47.817       47.397       46.837        46.277        45.437        40.818        39.087        37.039        34.659         31.72       30.306  
    coh7683:k=56.8336,b=0      48.106        47.826       47.406       46.846        46.286        45.446        40.826        39.146        37.046        34.666        31.727       30.619  

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=-20,b=0                 1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74         12.82         15.26        18.111        19.98 
    coh2:k=-19.99,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74         12.82         15.26        18.111        19.98 
    coh3:k=-19.98,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74         12.82         15.26        18.111        19.98 
    coh4:k=-19.97,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74         12.82         15.26        18.111        19.98 
    coh5:k=-19.96,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74         12.82         15.26        18.111     0.028017 
    coh6:k=-19.95,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74         12.82         15.26      0.034721     0.035521 
    coh7:k=-19.94,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74         12.82         15.26      0.042145     0.041066 
    coh8:k=-19.93,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74         12.82      0.049869      0.050009     0.049869 
    coh9:k=-19.92,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74      0.053316      0.057952      0.058592     0.056194 
    coh10:k=-19.91,b=0             1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74      0.062858      0.065196      0.064297      0.06034 
    coh11:k=-19.9,b=0              1.86          2.18          2.62           3.1           3.7          4.42       8.9914         10.74      0.074639      0.075038      0.072041     0.069842 
    coh12:k=-19.89,b=0             1.86          2.18          2.62           3.1           3.7          4.42       8.9914      0.079904      0.080124      0.080124      0.079904     0.076167 
    coh13:k=-19.88,b=0       1.2002e-07          2.18          2.62           3.1           3.7          4.42       8.9914      0.084051      0.089566      0.089806      0.086449     0.079974 
    coh14:k=-19.87,b=0       1.3002e-07    1.3002e-07    1.3002e-07    1.3002e-07    1.3002e-07    1.3002e-07       8.9914      0.092874       0.09703      0.096511      0.091834     0.089496 
    coh15:k=-19.86,b=0       1.4002e-07    1.4002e-07    1.4002e-07    1.4002e-07    1.4002e-07    1.4002e-07     0.091345       0.10841       0.10897       0.10533       0.10002     0.093583 
    coh16:k=-19.85,b=0       1.5003e-07    1.5003e-07    1.5003e-07    1.5003e-07    1.5003e-07    1.5003e-07      0.10986       0.11466       0.11496       0.11106       0.10836     0.099968 
    coh17:k=-19.84,b=0       1.6003e-07    1.6003e-07    1.6003e-07    1.6003e-07    1.6003e-07    1.6003e-07      0.11878        0.1223        0.1223       0.11974       0.11303      0.10791 
    coh18:k=-19.83,b=0       1.7003e-07    1.7003e-07    1.7003e-07    1.7003e-07    1.7003e-07    1.7003e-07      0.12723       0.12994       0.12994       0.12723       0.12009       0.1116 
    coh19:k=-19.82,b=0       1.8003e-07    1.8003e-07    1.8003e-07    1.8003e-07    1.8003e-07    1.8003e-07      0.13399       0.13867       0.13795       0.13255       0.12859      0.11996 
    coh20:k=-19.81,b=0       1.9003e-07    1.9003e-07    1.9003e-07    1.9003e-07    1.9003e-07    1.9003e-07      0.14637       0.14865       0.14599       0.13991        0.1327      0.12587 
    coh21:k=-19.8,b=0        2.0004e-07    2.0004e-07    2.0004e-07    2.0004e-07    2.0004e-07    2.0004e-07      0.15807       0.15847       0.15447       0.14888       0.14008      0.13009 
    coh22:k=-19.79,b=0       2.1004e-07    2.1004e-07    2.1004e-07    2.1004e-07    2.1004e-07    2.1004e-07      0.16765       0.16681       0.16178        0.1559       0.14793      0.13954 
    coh23:k=-19.78,b=0       2.2004e-07    2.2004e-07    2.2004e-07    2.2004e-07    2.2004e-07    2.2004e-07      0.17344       0.17256       0.16992       0.16201       0.15365      0.14354 
    coh24:k=-19.77,b=0       2.3004e-07    2.3004e-07    2.3004e-07    2.3004e-07    2.3004e-07    2.3004e-07      0.18132        0.1804       0.17718       0.16983       0.16018      0.15007 
    coh25:k=-19.76,b=0       2.4004e-07    2.4004e-07    2.4004e-07    2.4004e-07    2.4004e-07    2.4004e-07      0.19016       0.18968       0.18393       0.17721       0.16858      0.15803 
    coh26:k=-19.75,b=0       2.5004e-07    2.5004e-07    2.5004e-07    2.5004e-07    2.5004e-07    2.5004e-07      0.19959       0.19809       0.19109        0.1831       0.17311      0.16212 
    coh27:k=-19.74,b=0       2.6005e-07    2.6005e-07    2.6005e-07    2.6005e-07    2.6005e-07    2.6005e-07      0.20757       0.20497       0.19978        0.1899       0.18003      0.16964 
    coh28:k=-19.73,b=0       2.7005e-07    2.7005e-07    2.7005e-07    2.7005e-07    2.7005e-07    2.7005e-07      0.21879       0.21393       0.20746       0.19937       0.18857      0.17616 
    coh29:k=-19.72,b=0       2.8005e-07    2.8005e-07    2.8005e-07    2.8005e-07    2.8005e-07    2.8005e-07      0.22521       0.22074       0.21458       0.20507       0.19388      0.18101 
    coh30:k=-19.7099,b=0     2.9005e-07    2.9005e-07    2.9005e-07    2.9005e-07    2.9005e-07    2.9005e-07        0.235       0.22978       0.22109       0.21124       0.20023      0.18979 
    coh31:k=-19.6999,b=0     3.0005e-07    3.0005e-07    3.0005e-07    3.0005e-07    3.0005e-07    3.0005e-07       0.2437        0.2389       0.22991       0.21972       0.20893      0.19514 
    coh32:k=-19.6899,b=0     3.1005e-07    3.1005e-07    3.1005e-07    3.1005e-07    3.1005e-07    3.1005e-07      0.25058       0.24687       0.23819       0.22704       0.21403       0.2004 
    coh33:k=-19.6799,b=0     3.2006e-07    3.2006e-07    3.2006e-07    3.2006e-07    3.2006e-07    3.2006e-07      0.25931       0.25355       0.24524       0.23309        0.2203      0.20943 
    coh34:k=-19.6699,b=0     3.3006e-07    3.3006e-07    3.3006e-07    3.3006e-07    3.3006e-07    3.3006e-07      0.26741       0.26016       0.25158       0.23971       0.22916      0.21399 
    coh35:k=-19.6599,b=0     3.4006e-07    3.4006e-07    3.4006e-07    3.4006e-07    3.4006e-07    3.4006e-07      0.27415        0.2694       0.25989       0.24901       0.23407       0.2198 
    coh36:k=-19.6499,b=0     3.5006e-07    3.5006e-07    3.5006e-07    3.5006e-07    3.5006e-07    3.5006e-07      0.28292       0.27662       0.26753       0.25494       0.24025      0.22906 
    coh37:k=-19.6399,b=0     3.6006e-07    3.6006e-07    3.6006e-07    3.6006e-07    3.6006e-07    3.6006e-07      0.29172       0.28453       0.27445       0.26079       0.24927      0.23345 
    coh38:k=-19.6299,b=0     3.7007e-07    3.7007e-07    3.7007e-07    3.7007e-07    3.7007e-07       0.26581      0.30056       0.29243        0.2806       0.26951       0.25472      0.23993 
    coh39:k=-19.6199,b=0     3.8007e-07    3.8007e-07    3.8007e-07    3.8007e-07    3.8007e-07       0.27679      0.30945       0.30033        0.2897       0.27679       0.26009       0.2487 
    coh40:k=-19.6099,b=0     3.9007e-07    3.9007e-07    3.9007e-07    3.9007e-07    3.9007e-07       0.30979      0.31837       0.30979       0.29733       0.28252       0.26927       0.2529 
    coh41:k=-19.5999,b=0     4.0007e-07    4.0007e-07    4.0007e-07    4.0007e-07    4.0007e-07       0.31694      0.32573       0.31694       0.30415       0.28976       0.27537      0.26019 
    coh42:k=-19.5899,b=0     4.1007e-07    4.1007e-07    4.1007e-07    4.1007e-07    4.1007e-07        0.3224      0.33224       0.32404       0.31093       0.29864       0.28144      0.26833 
    coh43:k=-19.5799,b=0     4.2007e-07    4.2007e-07    4.2007e-07    4.2007e-07    4.2007e-07       0.33027      0.34118       0.33111       0.31936       0.30509       0.28998       0.2732 
    coh44:k=-19.5699,b=0     4.3008e-07    4.3008e-07    4.3008e-07    4.3008e-07    4.3008e-07       0.34329       0.3493       0.33985       0.32782       0.31149       0.29689       0.2797 
    coh45:k=-19.5599,b=0     4.4008e-07    4.4008e-07    4.4008e-07    4.4008e-07    4.4008e-07       0.35039       0.3583       0.34775       0.33369       0.31962       0.30203      0.28796 
    coh46:k=-19.5499,b=0     4.5008e-07    4.5008e-07    4.5008e-07    4.5008e-07       0.33587       0.35925      0.36645       0.35566       0.34037       0.32688       0.30979      0.29361 
    coh47:k=-19.5399,b=0     4.6008e-07    4.6008e-07    4.6008e-07    4.6008e-07       0.34977       0.36724      0.37459       0.36264       0.34977       0.33323        0.3176      0.30013 
    coh48:k=-19.5299,b=0     4.7008e-07    4.7008e-07    4.7008e-07    4.7008e-07       0.35644       0.37522       0.3818       0.37052       0.35738       0.33953       0.32356      0.30854 
    coh49:k=-19.5199,b=0     4.8009e-07    4.8009e-07    4.8009e-07    4.8009e-07        0.3621        0.3832      0.38992       0.37937       0.36402       0.34963       0.33045      0.31414 
    coh50:k=-19.5099,b=0     4.9009e-07    4.9009e-07    4.9009e-07    4.9009e-07       0.36965       0.40588      0.39902       0.38727       0.37062       0.35594       0.33929      0.31971 
    coh7634:k=56.3435,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7635:k=56.3535,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7636:k=56.3635,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27       21.414 
    coh7637:k=56.3735,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27       21.314 
    coh7638:k=56.3835,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95        15.586        17.669       21.317 
    coh7639:k=56.3935,b=0          1.89          2.17          2.59          3.15          3.71          4.55       9.1569        10.974        13.071        15.586        17.542        21.32 
    coh7640:k=56.4035,b=0        1.8875        2.1672        2.5866        3.1459        3.7052        4.5441       9.1581        10.976        13.073         15.46        17.288       21.322 
    coh7641:k=56.4135,b=0        1.8878        2.1675         2.587        3.1463        3.7057        4.5447       9.1593        10.977        12.957        15.452         18.21       21.208 
    coh7642:k=56.4235,b=0         1.888        2.1678        2.5873        3.1467        3.7062        4.5453       9.1605        10.979        12.937        15.348        18.391       21.082 
    coh7643:k=56.4336,b=0        1.8883         2.168        2.5877        3.1472        3.7066        4.5459       9.1617         10.98        13.032        15.128        18.393       20.957 
    coh7644:k=56.4436,b=0        1.8885        2.1683         2.588        3.1476        3.7071        4.5465       9.1629        10.981         13.08        15.284        18.396        20.75 
    coh7645:k=56.4536,b=0        1.8888        2.1686        2.5883         3.148        3.7076        4.5471       9.1641        10.983        13.082         15.46        18.398       20.567 
    coh7646:k=56.4636,b=0         1.889        2.1689        2.5887        3.1484        3.7081        4.5477       9.1653        10.984        13.083        15.462        18.342       20.383 
    coh7647:k=56.4736,b=0        1.8893        2.1692         2.589        3.1488        3.7086        4.5483       9.1665        10.986        13.039        15.418        18.263        20.13 
    coh7648:k=56.4836,b=0        1.8895        2.1695        2.5894        3.1492        3.7091        4.5489       9.1677        10.953        12.947        15.326        18.265       19.842 
    coh7649:k=56.4936,b=0        1.8898        2.1697        2.5897        3.1496        3.7096        4.5495       9.1689        10.849        12.948        15.328        18.268       19.483 
    coh7650:k=56.5036,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7651:k=56.5136,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7652:k=56.5236,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7653:k=56.5336,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27       21.379 
    coh7654:k=56.5436,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27       21.315 
    coh7655:k=56.5536,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95        15.586        17.635       21.317 
    coh7656:k=56.5636,b=0          1.89          2.17          2.59          3.15          3.71          4.55       9.1572        10.975        13.072        15.553        17.474        21.32 
    coh7657:k=56.5736,b=0        1.8876        2.1673        2.5867         3.146        3.7053        4.5443       9.1584        10.976         13.05         15.45        17.457       21.299 
    coh7658:k=56.5836,b=0        1.8879        2.1675        2.5871        3.1464        3.7058        4.5449       9.1596        10.978        12.935        15.441        18.389       21.175 
    coh7659:k=56.5936,b=0        1.8881        2.1678        2.5874        3.1468        3.7063        4.5454       9.1608        10.979        12.937        15.315        18.392        21.05 
    coh7660:k=56.6036,b=0        1.8884        2.1681        2.5877        3.1473        3.7068         4.546        9.162         10.98        13.066        15.063        18.394       20.925 
    coh7661:k=56.6136,b=0        1.8886        2.1684        2.5881        3.1477        3.7073        4.5466       9.1632        10.982         13.08        15.383        18.396       20.685 
    coh7662:k=56.6236,b=0        1.8888        2.1687        2.5884        3.1481        3.7077        4.5472       9.1644        10.983        13.082        15.461        18.399       20.535 
    coh7663:k=56.6336,b=0        1.8891         2.169        2.5888        3.1485        3.7082        4.5478       9.1656        10.985        13.084        15.463        18.311       20.319 
    coh7664:k=56.6436,b=0        1.8893        2.1692        2.5891        3.1489        3.7087        4.5484       9.1668        10.986        13.007        15.386        18.264       20.066 
    coh7665:k=56.6536,b=0        1.8896        2.1695        2.5894        3.1493        3.7092         4.549        9.168        10.921        12.947        15.327        18.266       19.747 
    coh7666:k=56.6636,b=0        1.8898        2.1698        2.5898        3.1497        3.7097        4.5496       9.1692        10.849        12.949        15.329        18.268        19.42 
    coh7667:k=56.6736,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7668:k=56.6836,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7669:k=56.6936,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7670:k=56.7036,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27        19.25 
    coh7671:k=56.7136,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33         18.27       21.315 
    coh7672:k=56.7236,b=0          1.89          2.17          2.59          3.15          3.71          4.55         9.17         10.85         12.95         15.33        17.611       21.318 
    coh7673:k=56.7336,b=0          1.89          2.17          2.59          3.15          3.71          4.55       9.1575        10.975        13.072        15.528        17.425       21.321 
    coh7674:k=56.7436,b=0          1.89          2.17        2.5868        3.1461        3.7054        4.5444       9.1587        10.976        13.026        15.451        17.653       21.276 
    coh7675:k=56.7536,b=0        1.8879        2.1676        2.5871        3.1465        3.7059         4.545       9.1599        10.978        12.936        15.417         18.39       21.151 
    coh7676:k=56.7636,b=0        1.8882        2.1679        2.5875        3.1469        3.7064        4.5456        9.161        10.979        12.961        15.269        18.392       21.026 
    coh7677:k=56.7736,b=0        1.8884        2.1682        2.5878        3.1473        3.7069        4.5461       9.1622        10.981        13.079         15.07        18.394       20.891 
    coh7678:k=56.7836,b=0        1.8886        2.1684        2.5881        3.1477        3.7073        4.5467       9.1634        10.982        13.081        15.454        18.397       20.639 
    coh7679:k=56.7936,b=0        1.8889        2.1687        2.5885        3.1482        3.7078        4.5473       9.1646        10.984        13.082        15.461        18.399       20.512 
    coh7680:k=56.8036,b=0        1.8891         2.169        2.5888        3.1486        3.7083        4.5479       9.1658        10.985        13.084        15.463        18.288       20.274 
    coh7681:k=56.8136,b=0        1.8894        2.1693        2.5892         3.149        3.7088        4.5485        9.167        10.986        12.985        15.364        18.264       20.022 
    coh7682:k=56.8236,b=0        1.8896        2.1696        2.5895        3.1494        3.7093        4.5491       9.1682        10.899        12.947        15.327        18.266       19.681 
    coh7683:k=56.8336,b=0        1.8899        2.1699        2.5898        3.1498        3.7098        4.5497       9.1694        10.849        12.949        15.329        18.269       19.377 

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=-20,b=0                  0             0            0            0             0             0             0             0             0             0             0             0 
    coh2:k=-19.99,b=0               0             0            0            0             0             0             0             0             0             0             0             0 
    coh3:k=-19.98,b=0               0             0            0            0             0             0             0             0             0             0             0             0 
    coh4:k=-19.97,b=0               0             0            0            0             0             0             0             0             0             0             0             0 
    coh5:k=-19.96,b=0               0             0            0            0             0             0             0             0             0             0             0       -19.972 
    coh6:k=-19.95,b=0               0             0            0            0             0             0             0             0             0             0       -19.965       -19.964 
    coh7:k=-19.94,b=0               0             0            0            0             0             0             0             0             0             0       -19.958       -19.959 
    coh8:k=-19.93,b=0               0             0            0            0             0             0             0             0             0        -19.95        -19.95        -19.95 
    coh9:k=-19.92,b=0               0             0            0            0             0             0             0             0       -19.947       -19.942       -19.941       -19.944 
    coh10:k=-19.91,b=0              0             0            0            0             0             0             0             0       -19.937       -19.935       -19.936        -19.94 
    coh11:k=-19.9,b=0               0             0            0            0             0             0             0             0       -19.925       -19.925       -19.928        -19.93 
    coh12:k=-19.89,b=0              0             0            0            0             0             0             0        -19.92        -19.92        -19.92        -19.92       -19.924 
    coh13:k=-19.88,b=0            -20             0            0            0             0             0             0       -19.916        -19.91        -19.91       -19.913        -19.92 
    coh14:k=-19.87,b=0            -20           -20          -20          -20           -20           -20             0       -19.907       -19.903       -19.903       -19.908        -19.91 
    coh15:k=-19.86,b=0            -20           -20          -20          -20           -20           -20       -19.909       -19.891       -19.891       -19.895         -19.9       -19.906 
    coh16:k=-19.85,b=0            -20           -20          -20          -20           -20           -20        -19.89       -19.885       -19.885       -19.889       -19.892         -19.9 
    coh17:k=-19.84,b=0            -20           -20          -20          -20           -20           -20       -19.881       -19.878       -19.878        -19.88       -19.887       -19.892 
    coh18:k=-19.83,b=0            -20           -20          -20          -20           -20           -20       -19.873        -19.87        -19.87       -19.873        -19.88       -19.888 
    coh19:k=-19.82,b=0            -20           -20          -20          -20           -20           -20       -19.866       -19.861       -19.862       -19.867       -19.871        -19.88 
    coh20:k=-19.81,b=0            -20           -20          -20          -20           -20           -20       -19.853       -19.851       -19.854        -19.86       -19.867       -19.874 
    coh21:k=-19.8,b=0             -20           -20          -20          -20           -20           -20       -19.842       -19.841       -19.845       -19.851        -19.86        -19.87 
    coh22:k=-19.79,b=0            -20           -20          -20          -20           -20           -20       -19.832       -19.833       -19.838       -19.844       -19.852        -19.86 
    coh23:k=-19.78,b=0            -20           -20          -20          -20           -20           -20       -19.826       -19.827        -19.83       -19.838       -19.846       -19.856 
    coh24:k=-19.77,b=0            -20           -20          -20          -20           -20           -20       -19.818       -19.819       -19.823        -19.83        -19.84        -19.85 
    coh25:k=-19.76,b=0            -20           -20          -20          -20           -20           -20        -19.81        -19.81       -19.816       -19.823       -19.831       -19.842 
    coh26:k=-19.75,b=0            -20           -20          -20          -20           -20           -20         -19.8       -19.802       -19.809       -19.817       -19.827       -19.838 
    coh27:k=-19.74,b=0            -20           -20          -20          -20           -20           -20       -19.792       -19.795         -19.8        -19.81        -19.82        -19.83 
    coh28:k=-19.73,b=0            -20           -20          -20          -20           -20           -20       -19.781       -19.786       -19.792         -19.8       -19.811       -19.824 
    coh29:k=-19.72,b=0            -20           -20          -20          -20           -20           -20       -19.775       -19.779       -19.785       -19.795       -19.806       -19.819 
    coh30:k=-19.7099,b=0          -20           -20          -20          -20           -20           -20       -19.765        -19.77       -19.779       -19.789         -19.8        -19.81 
    coh31:k=-19.6999,b=0          -20           -20          -20          -20           -20           -20       -19.756       -19.761        -19.77        -19.78       -19.791       -19.805 
    coh32:k=-19.6899,b=0          -20           -20          -20          -20           -20           -20       -19.749       -19.753       -19.762       -19.773       -19.786       -19.799 
    coh33:k=-19.6799,b=0          -20           -20          -20          -20           -20           -20        -19.74       -19.746       -19.755       -19.767       -19.779        -19.79 
    coh34:k=-19.6699,b=0          -20           -20          -20          -20           -20           -20       -19.732        -19.74       -19.748        -19.76       -19.771       -19.786 
    coh35:k=-19.6599,b=0          -20           -20          -20          -20           -20           -20       -19.726        -19.73        -19.74       -19.751       -19.766        -19.78 
    coh36:k=-19.6499,b=0          -20           -20          -20          -20           -20           -20       -19.717       -19.723       -19.732       -19.745        -19.76       -19.771 
    coh37:k=-19.6399,b=0          -20           -20          -20          -20           -20           -20       -19.708       -19.715       -19.725       -19.739        -19.75       -19.766 
    coh38:k=-19.6299,b=0          -20           -20          -20          -20           -20       -19.734       -19.699       -19.707       -19.719        -19.73       -19.745        -19.76 
    coh39:k=-19.6199,b=0          -20           -20          -20          -20           -20       -19.723        -19.69       -19.699        -19.71       -19.723        -19.74       -19.751 
    coh40:k=-19.6099,b=0          -20           -20          -20          -20           -20        -19.69       -19.681        -19.69       -19.702       -19.717        -19.73       -19.747 
    coh41:k=-19.5999,b=0          -20           -20          -20          -20           -20       -19.683       -19.674       -19.683       -19.696        -19.71       -19.724        -19.74 
    coh42:k=-19.5899,b=0          -20           -20          -20          -20           -20       -19.677       -19.667       -19.676       -19.689       -19.701       -19.718       -19.731 
    coh43:k=-19.5799,b=0          -20           -20          -20          -20           -20       -19.669       -19.658       -19.669        -19.68       -19.695        -19.71       -19.727 
    coh44:k=-19.5699,b=0          -20           -20          -20          -20           -20       -19.656        -19.65        -19.66       -19.672       -19.688       -19.703        -19.72 
    coh45:k=-19.5599,b=0          -20           -20          -20          -20           -20       -19.649       -19.641       -19.652       -19.666        -19.68       -19.698       -19.712 
    coh46:k=-19.5499,b=0          -20           -20          -20          -20       -19.664        -19.64       -19.633       -19.644       -19.659       -19.673        -19.69       -19.706 
    coh47:k=-19.5399,b=0          -20           -20          -20          -20        -19.65       -19.632       -19.625       -19.637        -19.65       -19.666       -19.682         -19.7 
    coh48:k=-19.5299,b=0          -20           -20          -20          -20       -19.643       -19.624       -19.618       -19.629       -19.642        -19.66       -19.676       -19.691 
    coh49:k=-19.5199,b=0          -20           -20          -20          -20       -19.638       -19.616        -19.61        -19.62       -19.636        -19.65       -19.669       -19.686 
    coh50:k=-19.5099,b=0          -20           -20          -20          -20        -19.63       -19.594       -19.601       -19.612       -19.629       -19.644        -19.66        -19.68 
    coh7634:k=56.3435,b=0      50.007        50.007       50.007       50.007        50.007        50.007        50.007        50.007        50.007        50.007        50.007        50.007 
    coh7635:k=56.3535,b=0      50.016        50.016       50.016       50.016        50.016        50.016        50.016        50.016        50.016        50.016        50.016        50.016 
    coh7636:k=56.3635,b=0      50.025        50.025       50.025       50.025        50.025        50.025        50.025        50.025        50.025        50.025        50.025        49.873 
    coh7637:k=56.3735,b=0      50.035        50.035       50.035       50.035        50.035        50.035        50.035        50.035        50.035        50.035        50.035        49.882 
    coh7638:k=56.3835,b=0      50.044        50.044       50.044       50.044        50.044        50.044        50.044        50.044        50.044        49.891        49.891        49.891 
    coh7639:k=56.3935,b=0      50.053        50.053       50.053       50.053        50.053        50.053          49.9          49.9          49.9          49.9          49.9          49.9 
    coh7640:k=56.4035,b=0      49.909        49.909       49.909       49.909        49.909        49.909        49.909        49.909        49.909        49.909        49.909        49.909 
    coh7641:k=56.4135,b=0      49.918        49.918       49.918       49.918        49.918        49.918        49.918        49.918        49.918        49.918        49.918        49.918 
    coh7642:k=56.4235,b=0      49.928        49.928       49.928       49.928        49.928        49.928        49.928        49.928        49.928        49.928        49.928        49.928 
    coh7643:k=56.4336,b=0      49.937        49.937       49.937       49.937        49.937        49.937        49.937        49.937        49.937        49.937        49.937        49.937 
    coh7644:k=56.4436,b=0      49.946        49.946       49.946       49.946        49.946        49.946        49.946        49.946        49.946        49.946        49.946        49.946 
    coh7645:k=56.4536,b=0      49.955        49.955       49.955       49.955        49.955        49.955        49.955        49.955        49.955        49.955        49.955        49.955 
    coh7646:k=56.4636,b=0      49.964        49.964       49.964       49.964        49.964        49.964        49.964        49.964        49.964        49.964        49.964        49.964 
    coh7647:k=56.4736,b=0      49.973        49.973       49.973       49.973        49.973        49.973        49.973        49.973        49.973        49.973        49.973        49.973 
    coh7648:k=56.4836,b=0      49.982        49.982       49.982       49.982        49.982        49.982        49.982        49.982        49.982        49.982        49.982        49.982 
    coh7649:k=56.4936,b=0      49.992        49.992       49.992       49.992        49.992        49.992        49.992        49.992        49.992        49.992        49.992        49.992 
    coh7650:k=56.5036,b=0      50.001        50.001       50.001       50.001        50.001        50.001        50.001        50.001        50.001        50.001        50.001        50.001 
    coh7651:k=56.5136,b=0       50.01         50.01        50.01        50.01         50.01         50.01         50.01         50.01         50.01         50.01         50.01         50.01 
    coh7652:k=56.5236,b=0      50.019        50.019       50.019       50.019        50.019        50.019        50.019        50.019        50.019        50.019        50.019        50.019 
    coh7653:k=56.5336,b=0      50.028        50.028       50.028       50.028        50.028        50.028        50.028        50.028        50.028        50.028        50.028        49.875 
    coh7654:k=56.5436,b=0      50.037        50.037       50.037       50.037        50.037        50.037        50.037        50.037        50.037        50.037        50.037        49.884 
    coh7655:k=56.5536,b=0      50.047        50.047       50.047       50.047        50.047        50.047        50.047        50.047        50.047        49.893        49.893        49.893 
    coh7656:k=56.5636,b=0      50.056        50.056       50.056       50.056        50.056        50.056        49.903        49.903        49.903        49.903        49.903        49.903 
    coh7657:k=56.5736,b=0      49.912        49.912       49.912       49.912        49.912        49.912        49.912        49.912        49.912        49.912        49.912        49.912 
    coh7658:k=56.5836,b=0      49.921        49.921       49.921       49.921        49.921        49.921        49.921        49.921        49.921        49.921        49.921        49.921 
    coh7659:k=56.5936,b=0       49.93         49.93        49.93        49.93         49.93         49.93         49.93         49.93         49.93         49.93         49.93         49.93 
    coh7660:k=56.6036,b=0      49.939        49.939       49.939       49.939        49.939        49.939        49.939        49.939        49.939        49.939        49.939        49.939 
    coh7661:k=56.6136,b=0      49.948        49.948       49.948       49.948        49.948        49.948        49.948        49.948        49.948        49.948        49.948        49.948 
    coh7662:k=56.6236,b=0      49.957        49.957       49.957       49.957        49.957        49.957        49.957        49.957        49.957        49.957        49.957        49.957 
    coh7663:k=56.6336,b=0      49.966        49.966       49.966       49.966        49.966        49.966        49.966        49.966        49.966        49.966        49.966        49.966 
    coh7664:k=56.6436,b=0      49.976        49.976       49.976       49.976        49.976        49.976        49.976        49.976        49.976        49.976        49.976        49.976 
    coh7665:k=56.6536,b=0      49.985        49.985       49.985       49.985        49.985        49.985        49.985        49.985        49.985        49.985        49.985        49.985 
    coh7666:k=56.6636,b=0      49.994        49.994       49.994       49.994        49.994        49.994        49.994        49.994        49.994        49.994        49.994        49.994 
    coh7667:k=56.6736,b=0      50.003        50.003       50.003       50.003        50.003        50.003        50.003        50.003        50.003        50.003        50.003        50.003 
    coh7668:k=56.6836,b=0      50.012        50.012       50.012       50.012        50.012        50.012        50.012        50.012        50.012        50.012        50.012        50.012 
    coh7669:k=56.6936,b=0      50.021        50.021       50.021       50.021        50.021        50.021        50.021        50.021        50.021        50.021        50.021        50.021 
    coh7670:k=56.7036,b=0       50.03         50.03        50.03        50.03         50.03         50.03         50.03         50.03         50.03         50.03         50.03         50.03 
    coh7671:k=56.7136,b=0       50.04         50.04        50.04        50.04         50.04         50.04         50.04         50.04         50.04         50.04         50.04        49.886 
    coh7672:k=56.7236,b=0      50.049        50.049       50.049       50.049        50.049        50.049        50.049        50.049        50.049        50.049        49.895        49.895 
    coh7673:k=56.7336,b=0      50.058        50.058       50.058       50.058        50.058        50.058        49.904        49.904        49.904        49.904        49.904        49.904 
    coh7674:k=56.7436,b=0      50.067        50.067       49.913       49.913        49.913        49.913        49.913        49.913        49.913        49.913        49.913        49.913 
    coh7675:k=56.7536,b=0      49.923        49.923       49.923       49.923        49.923        49.923        49.923        49.923        49.923        49.923        49.923        49.923 
    coh7676:k=56.7636,b=0      49.932        49.932       49.932       49.932        49.932        49.932        49.932        49.932        49.932        49.932        49.932        49.932 
    coh7677:k=56.7736,b=0      49.941        49.941       49.941       49.941        49.941        49.941        49.941        49.941        49.941        49.941        49.941        49.941 
    coh7678:k=56.7836,b=0       49.95         49.95        49.95        49.95         49.95         49.95         49.95         49.95         49.95         49.95         49.95         49.95 
    coh7679:k=56.7936,b=0      49.959        49.959       49.959       49.959        49.959        49.959        49.959        49.959        49.959        49.959        49.959        49.959 
    coh7680:k=56.8036,b=0      49.968        49.968       49.968       49.968        49.968        49.968        49.968        49.968        49.968        49.968        49.968        49.968 
    coh7681:k=56.8136,b=0      49.977        49.977       49.977       49.977        49.977        49.977        49.977        49.977        49.977        49.977        49.977        49.977 
    coh7682:k=56.8236,b=0      49.986        49.986       49.986       49.986        49.986        49.986        49.986        49.986        49.986        49.986        49.986        49.986 
    coh7683:k=56.8336,b=0      49.995        49.995       49.995       49.995        49.995        49.995        49.995        49.995        49.995        49.995        49.995        49.995 

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fl_y_min = 0.2
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Warning: Ignoring extra legend entries. 
Elapsed time is 274.845956 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          605.5     6784.9           1           1           1             1             1           1           1             1             1             1             1             1             1             1             1
    iter=2          614.3     8076.7           1           1           1             1             1           1           1             1             1             1             1             1             1             1             1
    iter=3         410.45     2657.3     0.99844      0.9987           1       0.99695       0.99779     0.99922           1       0.99987             1       0.99981       0.99987             1       0.99981       0.99948       0.99883
    iter=4         329.22     1306.7     0.99987     0.99695     0.99818       0.99773       0.99877           1     0.99922       0.99987       0.99987       0.99987       0.99987       0.99961       0.99961       0.99935       0.99922
    iter=5         277.59     779.03     0.99714     0.99753     0.99792       0.99799       0.99831     0.99857     0.99942       0.99916       0.99857       0.99942       0.99831        0.9987       0.99929       0.99922       0.99877
    iter=6         238.76     517.53     0.99649     0.99675     0.99753       0.99773       0.99818     0.99818     0.99974       0.99896       0.99974       0.99877       0.99909        0.9989       0.99935       0.99909       0.99844
    iter=7         207.54     367.88     0.99611     0.99662     0.99675        0.9976       0.99792     0.99792     0.99779       0.99818       0.99831       0.99896        0.9987        0.9989       0.99935        0.9987       0.99799
    iter=8         181.61     274.96      0.9952     0.99792     0.99617       0.99896       0.99701     0.99896     0.99831        0.9987       0.99831       0.99825       0.99877       0.99812       0.99818       0.99818       0.99812
    iter=9         159.67     213.24     0.99533     0.99727     0.99559       0.99688        0.9987     0.99818      0.9974        0.9987       0.99773       0.99773        0.9974       0.99799       0.99831       0.99773       0.99838
    iter=10        140.87      169.6     0.99455     0.99429     0.99546       0.99533       0.99585       0.995     0.99591       0.99714       0.99805       0.99747       0.99766       0.99779       0.99773       0.99766       0.99708
    iter=11        124.62     137.29     0.99338     0.99344     0.99442       0.99468        0.9952     0.99585     0.99611       0.99585       0.99721       0.99727       0.99766       0.99721       0.99779       0.99675       0.99753
    iter=12        110.49     121.55     0.99169     0.99208     0.99292       0.99351        0.9939     0.99494     0.99585       0.99598       0.99643       0.99721       0.99714       0.99747        0.9974       0.99766        0.9963
    iter=13        98.126     95.997     0.99104     0.99143     0.99195       0.99338       0.99312     0.99338     0.99455       0.99533       0.99643       0.99539       0.99637       0.99747        0.9963       0.99662       0.99721
    iter=14        87.269      81.49     0.98754     0.98858     0.98858       0.99013       0.99169     0.99312     0.99344       0.99429       0.99403       0.99507       0.99546       0.99546       0.99649       0.99682       0.99604
    iter=15        77.703     69.905     0.98546      0.9865      0.9865       0.98871       0.98741     0.99026     0.99182       0.99189       0.99416       0.99487       0.99513       0.99598       0.99559       0.99578       0.99546
    iter=16        69.249     62.691     0.97248     0.97832     0.98247        0.9839       0.98494     0.98767      0.9889       0.99208       0.99234       0.99241        0.9937       0.99481       0.99572         0.995       0.99526
    iter=17        61.762      53.19     0.95898     0.96469     0.96534       0.96819        0.9765     0.97962     0.98364       0.98624       0.98838       0.99111       0.99338       0.99286       0.99377       0.99468       0.99429
    iter=18        55.118     46.866     0.93808     0.93704     0.94625       0.95469       0.95781     0.96547     0.97131       0.97527       0.98306       0.98767       0.99065       0.99137       0.99286       0.99338       0.99396
    iter=19        49.213     41.939     0.89679     0.90523     0.91172       0.92003       0.93159     0.94132     0.94995       0.95911       0.96657       0.97391       0.98033       0.98656       0.99091       0.99202       0.99267
    iter=20        43.958      37.05     0.83902     0.85343     0.86369       0.87031       0.89082     0.90277     0.91718       0.93107       0.94593       0.95664       0.96586       0.97456       0.98131       0.98728       0.98897
    iter=21        39.277     35.165     0.74971     0.75789     0.76866       0.78177       0.80332     0.82215     0.84188       0.86739       0.88823       0.91841       0.94301       0.95599       0.96845       0.97851       0.98455
    iter=22        35.103     29.865     0.67078        0.67     0.67208       0.67999       0.71595     0.72491     0.74075       0.76957       0.78878       0.82578       0.85694       0.88719       0.91854       0.95671        0.9728
    iter=23         31.38     27.052     0.58704     0.58536     0.58198       0.62833       0.63131     0.63391     0.67766       0.68597       0.71479       0.73296       0.76996       0.78417       0.82689       0.86265       0.90244
    iter=24        28.057     24.272     0.50318     0.50019     0.54875       0.55225       0.54602     0.58107     0.59834       0.59938       0.64066       0.64481        0.6848       0.71557        0.7401       0.78229       0.81449
    iter=25        25.092     22.342     0.45774     0.49176     0.47774       0.46774       0.50954     0.52006     0.51811       0.56627       0.56874       0.60068        0.6147       0.65079       0.66507         0.697       0.73186
    iter=26        22.445     22.954     0.41322     0.40387     0.41283       0.45216       0.45294     0.44554     0.48721       0.49241       0.51331       0.53356       0.55874       0.57731       0.61716       0.63897       0.65416
    iter=27        20.083     18.493     0.35428     0.38479     0.39452       0.37829       0.39296     0.43619     0.42659       0.44658       0.47034       0.47994       0.50357       0.52759       0.54381       0.57841       0.60204
    iter=28        17.976     16.953     0.33454     0.31754     0.33052       0.36142       0.36934     0.35194     0.39193       0.40114       0.41646       0.44775       0.44989       0.47605       0.50915        0.5172       0.54031
    iter=29        16.098     15.586     0.29417     0.31572     0.31455       0.29119       0.32494     0.35181     0.33338       0.36356       0.38284       0.39108       0.41763        0.4371       0.44619       0.47845       0.49422
    iter=30        14.425     14.533     0.25003     0.25445     0.28067       0.30443       0.28314     0.29729     0.33052       0.32143       0.34454       0.36674       0.37855       0.39102       0.42711        0.4262       0.44502
    iter=31        12.936     13.555     0.25561     0.24899     0.22991       0.25367       0.27639     0.27223     0.28015       0.31222       0.29943       0.32974         0.335       0.36843       0.36765       0.40062       0.41542
    iter=32        11.612     21.328     0.20992     0.22316     0.24069       0.21797       0.23497     0.25432     0.25561       0.26587       0.29664       0.29015       0.32403       0.32143       0.34727       0.36083       0.36414
    iter=33        10.437     11.311     0.17759     0.18733     0.20408       0.22303       0.20784      0.2194     0.24315       0.23783       0.26237       0.27457       0.27548       0.29917       0.31546       0.31624       0.34649
    iter=34        9.3962     11.327     0.19135     0.17227     0.17318       0.18772       0.20771     0.19252     0.20706       0.23458       0.22147       0.24834       0.25172        0.2808       0.27866       0.30521       0.31838
    iter=35         8.475     9.9737     0.16163     0.17604     0.16409       0.16292       0.17707     0.19966     0.18019       0.20447       0.21927       0.21784       0.24536       0.24705       0.26769       0.27678       0.28002
    iter=36        7.6615     8.8104     0.13813     0.14709     0.16033       0.14773       0.15306     0.16669     0.18447       0.17487       0.19629       0.19603       0.21576       0.21641       0.24873       0.24607       0.24809
    iter=37        6.9444     10.295     0.11619     0.12748     0.13644        0.1489       0.13475     0.14825     0.16344       0.16059       0.17474       0.19797       0.19304       0.22056        0.2142       0.21978       0.25743
    iter=38        6.3135     8.7067     0.11943      0.1058     0.11827       0.13099        0.1428     0.12657     0.14254       0.15747       0.15384       0.17097       0.16954       0.19577       0.19434       0.22394       0.22069
    iter=39        5.7595     7.8526     0.11697     0.11009     0.10243       0.11113       0.12709     0.12644     0.12359       0.14306       0.14579       0.15254       0.17552        0.1687        0.1824       0.20122       0.19823
    iter=40        5.2736     7.6594    0.099701     0.10502    0.096586      0.099572       0.10723     0.12307     0.11216       0.12411       0.14014       0.13358       0.15539       0.15462       0.18233       0.17772       0.17889
    iter=41        4.8479     6.3561    0.085421    0.091912     0.10035      0.085941      0.094249     0.10554     0.11022       0.10957       0.12294        0.1206       0.13826       0.13216       0.15513       0.16292       0.16227
    iter=42         4.475     6.8385    0.074516    0.079839    0.087498      0.091004      0.083085     0.09373     0.10515      0.099052        0.1132       0.12073       0.12398       0.13722       0.14332       0.14254       0.16682
    iter=43        4.1481     6.0389     0.06465    0.071011    0.077113      0.085811      0.073218    0.081916    0.091782       0.09334      0.098663       0.11528       0.11048       0.12865       0.12683       0.13287       0.14371
    iter=44        3.8611     9.0585     0.05738    0.062573    0.068545      0.072569      0.077632    0.071531    0.082046      0.092561      0.085032      0.098533      0.097754       0.11346        0.1119        0.1354       0.13151
    iter=45        3.6085      6.343     0.05738    0.053226    0.060496      0.065299      0.070492    0.063871    0.073608      0.079709      0.078151      0.085162      0.097105       0.10165       0.10801       0.11891       0.11671
    iter=46        3.3851     5.2879    0.058678    0.047903    0.053356       0.05777      0.064131    0.058419    0.063352       0.07166      0.070492      0.079969      0.089965      0.091912      0.091004         0.111       0.10788
    iter=47        3.1867     5.4856    0.052447    0.049851    0.046995      0.051279      0.056601    0.061145    0.058289      0.066208      0.076204      0.070752      0.081656      0.085162       0.10736      0.095288      0.098533
    iter=48        3.0094     5.0613    0.046475    0.049591    0.040634      0.044788      0.049851    0.059717     0.05063      0.058159      0.065169       0.06465      0.072959      0.072959      0.084123      0.086849      0.089446
    iter=49        2.8497     4.8506    0.040504    0.044398    0.036869      0.039595      0.044268     0.05011    0.044918      0.052966      0.056991      0.058549      0.065948      0.068804      0.076334      0.078411       0.07549
    iter=50        2.7049     4.3597    0.035311    0.039076    0.042191       0.03622      0.038297    0.042191    0.046346      0.045177      0.050759      0.050889      0.059457      0.060885      0.067636      0.072959      0.071401
    iter=122      0.05154    0.13735           0           0           0             0             0           0           0             0             0             0             0             0    0.00012982    0.00012982             0
    iter=123     0.048469    0.22086           0           0           0    0.00012982             0           0           0             0    0.00012982             0    0.00025964             0             0             0             0
    iter=124      0.04558          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=125     0.042862          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=126     0.040304     0.2261           0           0           0             0             0           0           0             0             0    0.00012982    0.00012982             0             0             0             0
    iter=127     0.037899    0.14243           0           0           0             0             0           0           0    0.00012982             0             0             0             0             0             0             0
    iter=128     0.035636          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=129     0.033508    0.16595           0           0           0             0             0           0           0             0             0             0             0             0             0             0    0.00025964
    iter=130     0.031506    0.28446           0           0           0             0    0.00012982           0           0             0             0             0             0             0             0    0.00012982             0
    iter=131     0.029623          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=132     0.027852          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=133     0.026187          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=134     0.024621          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=135     0.023148          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=136     0.021763          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=137     0.020461          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=138     0.019236    0.26671           0           0           0             0             0           0           0             0             0             0             0             0             0             0    0.00012982
    iter=139     0.018085    0.12826           0           0           0             0             0           0           0    0.00012982             0             0             0             0             0             0             0
    iter=140     0.017002          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=141     0.015984          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=142     0.015027          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=143     0.014127          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=144     0.013281    0.11756           0           0           0             0             0           0           0             0             0             0             0    0.00012982             0             0             0
    iter=145     0.012485    0.19865           0           0           0             0             0           0           0             0             0             0             0             0             0    0.00025964             0
    iter=146     0.011737          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=147     0.011034          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=148     0.010373          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=149    0.0097509          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=150    0.0091665          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=151    0.0086171          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=152    0.0081005          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=153    0.0076149          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=154    0.0071584          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=155    0.0067293          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=156    0.0063258          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=157    0.0059465          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=158    0.0055899          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=159    0.0052547          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=160    0.0049396          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=161    0.0046434          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=162    0.0043649          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=163    0.0041032          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=164    0.0038571          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=165    0.0036257          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=166    0.0034083          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=167    0.0032038          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=168    0.0030117          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=169     0.002831          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=170    0.0026612          0           0           0           0             0             0           0           0             0             0             0             0             0             0             0             0
    iter=171    0.0025016          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=-20,b=0             -55.94       -55.782         -55.6      -55.402      -55.188       -54.959        -53.88       -53.565       -53.231        -52.88        -52.52       -52.173 
    coh2:k=-19.99,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959        -53.88       -53.565       -53.231        -52.88        -52.52       -52.173 
    coh3:k=-19.98,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959        -53.88       -53.565       -53.231        -52.88        -47.73       -40.051 
    coh4:k=-19.97,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959        -53.88       -53.565       -49.294        -41.72       -35.381       -30.736 
    coh5:k=-19.96,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959        -53.88       -49.089       -41.755       -35.137       -29.465       -24.899 
    coh6:k=-19.95,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959       -50.426       -43.156        -36.15       -30.065       -25.432       -22.011 
    coh7:k=-19.94,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959       -45.703         -38.5        -32.12       -27.041       -22.831       -19.551 
    coh8:k=-19.93,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959       -41.921       -35.107       -29.337       -24.519       -20.818       -17.976 
    coh9:k=-19.92,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959       -38.676       -32.365       -26.947       -22.711       -19.271       -16.592 
    coh10:k=-19.91,b=0         -55.94       -55.782         -55.6      -55.402      -55.188       -54.959       -35.999        -30.01       -25.161       -21.174       -18.024       -15.534 
    coh11:k=-19.9,b=0          -55.94       -55.782         -55.6      -55.402      -55.188       -54.959       -33.707       -28.186       -23.625       -19.947       -16.969       -14.624 
    coh12:k=-19.89,b=0         -55.94       -55.782         -55.6      -55.402      -55.188       -54.959       -31.875       -26.633       -22.344       -18.892       -16.095       -13.844 
    coh13:k=-19.88,b=0         -55.94       -55.782         -55.6      -55.402      -55.188       -54.528       -30.243       -25.283       -21.277       -17.991       -15.316       -13.181 
    coh14:k=-19.87,b=0        -55.885       -55.757         -55.6      -55.402      -55.188       -53.003       -28.773       -24.148       -20.315        -17.21       -14.653       -12.577 
    coh15:k=-19.86,b=0        -55.683       -55.555       -55.409       -55.25      -55.082       -51.666       -27.542       -23.114       -19.506        -16.51       -14.049       -12.057 
    coh16:k=-19.85,b=0        -55.502       -55.373       -55.227      -55.069      -54.859       -50.227       -26.454       -22.223       -18.752         -15.9       -13.519       -11.572 
    coh17:k=-19.84,b=0        -55.338       -55.209       -55.063      -54.905      -53.826       -48.674       -25.455       -21.432       -18.104       -15.332       -13.031       -11.148 
    coh18:k=-19.83,b=0        -55.189        -55.06       -54.914      -54.756      -52.635       -47.228       -24.572       -20.697       -17.503       -14.835       -12.592       -10.746 
    coh19:k=-19.82,b=0        -55.052       -54.923       -54.777      -54.619      -51.543       -45.918       -23.775       -20.054       -16.958       -14.365       -12.187       -10.389 
    coh20:k=-19.81,b=0        -54.926       -54.798       -54.652      -54.493      -50.525       -44.732       -23.032       -19.453       -16.466       -13.947       -11.813       -10.049 
    coh21:k=-19.8,b=0          -54.81       -54.681       -54.535      -53.996      -49.379       -43.427       -22.369       -18.902       -16.001       -13.548        -11.47        -9.741 
    coh22:k=-19.79,b=0        -54.702       -54.574       -54.428      -53.163      -48.188       -42.211       -21.756       -18.403       -15.583       -13.187       -11.145       -9.4479 
    coh23:k=-19.78,b=0        -54.602       -54.473       -54.327      -52.209      -47.066       -41.082       -21.182       -17.928       -15.185       -12.846       -10.848       -9.1783 
    coh24:k=-19.77,b=0        -54.508       -54.379       -54.233      -51.292      -45.992       -40.015       -20.659       -17.496       -14.819       -12.527       -10.563        -8.922 
    coh25:k=-19.76,b=0         -54.42       -54.292       -54.146      -50.396      -44.968       -39.007       -20.168        -17.09       -14.475       -12.231       -10.301       -8.6821 
    coh26:k=-19.75,b=0        -54.338       -54.209       -53.761       -49.54      -43.998        -38.06       -19.704       -16.705       -14.148       -11.946       -10.049       -8.4555 
    coh27:k=-19.74,b=0         -54.26       -54.131       -53.145      -48.699      -43.063       -37.173       -19.278        -16.35       -13.847       -11.684       -9.8144       -8.2396 
    coh28:k=-19.73,b=0        -54.187       -54.058       -52.498      -47.772      -42.117       -36.319       -18.873       -16.011       -13.556        -11.43       -9.5889        -8.037 
    coh29:k=-19.72,b=0        -54.117       -53.989       -51.694       -46.83      -41.185       -35.495       -18.488        -15.69       -13.284       -11.192        -9.376       -7.8413 
    coh30:k=-19.7099,b=0      -54.051       -53.923       -50.901      -45.941      -40.309       -34.711       -18.131        -15.39       -13.025       -10.965       -9.1738        -7.658 
    coh31:k=-19.6999,b=0      -53.989        -53.86       -50.148      -45.112      -39.491       -33.968       -17.789       -15.101       -12.777       -10.748       -8.9788       -7.4797 
    coh32:k=-19.6899,b=0       -53.93       -53.321       -49.435      -44.316      -38.711       -33.272       -17.462       -14.829       -12.543       -10.543       -8.7953       -7.3121 
    coh33:k=-19.6799,b=0      -53.873       -52.779        -48.74      -43.543      -37.961       -32.615       -17.156       -14.569       -12.318       -10.344       -8.6166       -7.1492 
    coh34:k=-19.6699,b=0      -53.819        -52.25       -48.056      -42.788      -37.238       -31.986       -16.862       -14.318       -12.103       -10.155       -8.4478       -6.9944 
    coh35:k=-19.6599,b=0      -53.767       -51.727       -47.353      -42.044      -36.545       -31.384        -16.58       -14.082       -11.898       -9.9736       -8.2842       -6.8451 
    coh36:k=-19.6499,b=0      -53.718       -51.138       -46.622      -41.307      -35.875       -30.808       -16.313       -13.854       -11.699       -9.7981       -8.1269        -6.701 
    coh37:k=-19.6399,b=0      -53.671       -50.505       -45.897      -40.589      -35.231       -30.256       -16.056       -13.634        -11.51       -9.6314       -7.9766       -6.5633 
    coh38:k=-19.6299,b=0      -53.285       -49.865       -45.181      -39.889      -34.609       -29.733       -15.809       -13.425       -11.328       -9.4688       -7.8299        -6.429 
    coh39:k=-19.6199,b=0      -52.801       -49.243       -44.496      -39.221      -34.011       -29.229       -15.573       -13.223       -11.151        -9.313       -7.6902       -6.3009 
    coh40:k=-19.6099,b=0      -52.322       -48.647       -43.843      -38.583      -33.438       -28.745       -15.346       -13.027       -10.982        -9.163        -7.554       -6.1757 
    coh41:k=-19.5999,b=0      -51.862       -48.075       -43.215      -37.969      -32.889       -28.281       -15.125        -12.84       -10.818       -9.0166       -7.4225       -6.0554 
    coh42:k=-19.5899,b=0      -51.425       -47.523       -42.607      -37.378      -32.365       -27.837       -14.915       -12.659       -10.659       -8.8766        -7.296        -5.939 
    coh43:k=-19.5799,b=0      -51.003       -46.971       -41.997      -36.804      -31.862       -27.413       -14.712       -12.483       -10.506       -8.7401       -7.1722       -5.8253 
    coh44:k=-19.5699,b=0      -50.575       -46.362       -41.379      -36.237      -31.374       -27.004       -14.514       -12.315       -10.358       -8.6076       -7.0532       -5.7162 
    coh45:k=-19.5599,b=0      -50.043       -45.758       -40.776      -35.686      -30.901       -26.609       -14.324       -12.151       -10.214       -8.4802       -6.9372       -5.6092 
    coh46:k=-19.5499,b=0      -49.523       -45.171       -40.192      -35.156      -30.443       -26.228       -14.141       -11.991       -10.075       -8.3554       -6.8243       -5.5059 
    coh47:k=-19.5399,b=0      -49.014       -44.599       -39.625      -34.644      -30.004       -25.863       -13.962       -11.838       -9.9391       -8.2346       -6.7154       -5.4054 
    coh48:k=-19.5299,b=0      -48.507       -44.035       -39.073      -34.149      -29.581        -25.51       -13.789       -11.688       -9.8073       -8.1176       -6.6086       -5.3072 
    coh49:k=-19.5199,b=0      -48.005       -43.485        -38.54      -33.669      -29.171       -25.169       -13.622       -11.542         -9.68       -8.0029       -6.5052       -5.2123 
    coh50:k=-19.5099,b=0      -47.511       -42.945        -38.02      -33.205      -28.775       -24.838       -13.459       -11.402       -9.5553       -7.8919       -6.4045       -5.1191 
    coh7654:k=56.5435,b=0      15.052        15.096        15.146       15.202       15.264        15.331        15.664        15.767        15.879        15.999        16.124        16.247 
    coh7655:k=56.5535,b=0      15.052        15.096        15.146       15.203       15.264        15.331        15.664        15.767        15.879            16        16.125        16.248 
    coh7656:k=56.5635,b=0      15.052        15.096        15.147       15.203       15.265        15.332        15.665        15.768         15.88        16.001        16.126        16.249 
    coh7657:k=56.5735,b=0      15.053        15.097        15.148       15.204       15.265        15.332        15.666        15.769        15.881        16.001        16.127        16.249 
    coh7658:k=56.5835,b=0      15.054        15.098        15.148       15.205       15.266        15.333        15.667         15.77        15.882        16.002        16.127         16.25 
    coh7659:k=56.5935,b=0      15.055        15.099        15.149       15.206       15.267        15.334        15.668        15.771        15.883        16.003        16.128        16.251 
    coh7660:k=56.6035,b=0      15.056          15.1         15.15       15.206       15.268        15.335        15.668        15.771        15.883        16.004        16.129        16.251 
    coh7661:k=56.6135,b=0      15.057          15.1        15.151       15.207       15.269        15.336        15.669        15.772        15.884        16.004         16.13        16.252 
    coh7662:k=56.6235,b=0      15.058        15.101        15.152       15.208        15.27        15.337         15.67        15.773        15.885        16.005         16.13        16.252 
    coh7663:k=56.6336,b=0      15.058        15.102        15.153       15.209       15.271        15.337        15.671        15.774        15.886        16.006        16.131        16.253 
    coh7664:k=56.6436,b=0      15.059        15.103        15.154        15.21       15.271        15.338        15.672        15.775        15.886        16.007        16.132        16.254 
    coh7665:k=56.6536,b=0       15.06        15.104        15.155       15.211       15.272        15.339        15.672        15.775        15.887        16.007        16.132        16.255 
    coh7666:k=56.6636,b=0      15.061        15.105        15.155       15.212       15.273         15.34        15.673        15.776        15.888        16.008        16.133        16.255 
    coh7667:k=56.6736,b=0      15.062        15.105        15.156       15.212       15.274        15.341        15.674        15.777        15.888        16.009        16.134        16.256 
    coh7668:k=56.6836,b=0      15.062        15.105        15.156       15.212       15.274        15.341        15.674        15.777        15.889        16.009        16.134        16.256 
    coh7669:k=56.6936,b=0      15.062        15.106        15.156       15.212       15.274        15.341        15.674        15.777        15.889        16.009        16.134        16.256 
    coh7670:k=56.7036,b=0      15.062        15.106        15.156       15.212       15.274        15.341        15.674        15.777        15.889        16.009        16.134        16.256 
    coh7671:k=56.7136,b=0      15.062        15.106        15.156       15.212       15.274        15.341        15.674        15.777        15.889        16.009        16.134        16.257 
    coh7672:k=56.7236,b=0      15.062        15.106        15.156       15.212       15.274        15.341        15.674        15.777        15.889         16.01        16.135        16.258 
    coh7673:k=56.7336,b=0      15.062        15.106        15.156       15.213       15.274        15.341        15.675        15.778         15.89         16.01        16.136        16.259 
    coh7674:k=56.7436,b=0      15.063        15.107        15.157       15.214       15.275        15.342        15.676        15.779        15.891        16.011        16.136        16.259 
    coh7675:k=56.7536,b=0      15.064        15.108        15.158       15.214       15.276        15.343        15.677         15.78        15.892        16.012        16.137         16.26 
    coh7676:k=56.7636,b=0      15.065        15.108        15.159       15.215       15.277        15.344        15.677         15.78        15.892        16.013        16.138         16.26 
    coh7677:k=56.7736,b=0      15.066        15.109         15.16       15.216       15.278        15.345        15.678        15.781        15.893        16.013        16.139        16.261 
    coh7678:k=56.7836,b=0      15.066         15.11        15.161       15.217       15.279        15.346        15.679        15.782        15.894        16.014        16.139        16.262 
    coh7679:k=56.7936,b=0      15.067        15.111        15.162       15.218       15.279        15.346         15.68        15.783        15.895        16.015         16.14        16.262 
    coh7680:k=56.8036,b=0      15.068        15.112        15.163       15.219        15.28        15.347        15.681        15.783        15.895        16.016        16.141        16.263 
    coh7681:k=56.8136,b=0      15.069        15.113        15.163        15.22       15.281        15.348        15.681        15.784        15.896        16.016        16.141        16.264 
    coh7682:k=56.8236,b=0       15.07        15.114        15.164        15.22       15.282        15.349        15.682        15.785        15.897        16.017        16.142        16.264 
    coh7683:k=56.8336,b=0      15.071        15.115        15.165       15.221       15.283         15.35        15.683        15.786        15.898        16.018        16.143        16.265 
    coh7684:k=56.8436,b=0      15.071        15.115        15.166       15.222       15.283         15.35        15.683        15.786        15.898        16.018        16.143        16.265 
    coh7685:k=56.8536,b=0      15.071        15.115        15.166       15.222       15.283         15.35        15.683        15.786        15.898        16.018        16.143        16.265 
    coh7686:k=56.8636,b=0      15.071        15.115        15.166       15.222       15.283         15.35        15.683        15.786        15.898        16.018        16.143        16.265 
    coh7687:k=56.8736,b=0      15.071        15.115        15.166       15.222       15.283         15.35        15.683        15.786        15.898        16.018        16.143        16.266 
    coh7688:k=56.8836,b=0      15.072        15.115        15.166       15.222       15.283         15.35        15.684        15.786        15.898        16.018        16.144        16.266 
    coh7689:k=56.8936,b=0      15.072        15.115        15.166       15.222       15.284         15.35        15.684        15.787        15.899        16.019        16.144        16.267 
    coh7690:k=56.9036,b=0      15.072        15.115        15.166       15.222       15.284        15.351        15.684        15.787        15.899         16.02        16.145        16.268 
    coh7691:k=56.9136,b=0      15.072        15.116        15.167       15.223       15.285        15.352        15.685        15.788          15.9         16.02        16.146        16.269 
    coh7692:k=56.9236,b=0      15.073        15.117        15.168       15.224       15.285        15.352        15.686        15.789        15.901        16.021        16.146        16.269 
    coh7693:k=56.9336,b=0      15.074        15.118        15.168       15.225       15.286        15.353        15.687         15.79        15.902        16.022        16.147         16.27 
    coh7694:k=56.9436,b=0      15.075        15.119        15.169       15.226       15.287        15.354        15.688        15.791        15.902        16.023        16.148         16.27 
    coh7695:k=56.9536,b=0      15.076         15.12         15.17       15.226       15.288        15.355        15.688        15.791        15.903        16.023        16.149        16.271 
    coh7696:k=56.9636,b=0      15.077         15.12        15.171       15.227       15.289        15.356        15.689        15.792        15.904        16.024        16.149        16.272 
    coh7697:k=56.9736,b=0      15.078        15.121        15.172       15.228        15.29        15.357         15.69        15.793        15.905        16.025         16.15        16.272 
    coh7698:k=56.9836,b=0      15.078        15.122        15.173       15.229        15.29        15.357        15.691        15.794        15.905        16.026        16.151        16.273 
    coh7699:k=56.9936,b=0      15.079        15.123        15.174        15.23       15.291        15.358        15.691        15.794        15.906        16.026        16.151        16.274 
    coh7700:k=57.0036,b=0       15.08        15.124        15.175       15.231       15.292        15.359        15.692        15.795        15.907        16.027        16.152        16.274 
    coh7701:k=57.0136,b=0      15.081        15.124        15.175       15.231       15.293        15.359        15.693        15.796        15.907        16.027        16.152        16.275 
    coh7702:k=57.0236,b=0      15.081        15.124        15.175       15.231       15.293         15.36        15.693        15.796        15.907        16.027        16.152        16.275 
    coh7703:k=57.0336,b=0      15.081        15.124        15.175       15.231       15.293         15.36        15.693        15.796        15.907        16.027        16.153        16.275 

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=-20,b=0              -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46         -9.02        -10.78        -12.86         -15.3        -18.18       -19.98  
    coh2:k=-19.99,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46         -9.02        -10.78        -12.86         -15.3        -18.18       -19.98  
    coh3:k=-19.98,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46         -9.02        -10.78        -12.86         -15.3           -20          -20  
    coh4:k=-19.97,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46         -9.02        -10.78           -20           -20           -20          -20  
    coh5:k=-19.96,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46         -9.02           -20           -20           -20           -20          -20  
    coh6:k=-19.95,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46           -20           -20           -20           -20           -20          -20  
    coh7:k=-19.94,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46           -20           -20           -20           -20           -20          -20  
    coh8:k=-19.93,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46           -20           -20           -20           -20           -20          -20  
    coh9:k=-19.92,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46           -20           -20           -20           -20           -20          -20  
    coh10:k=-19.91,b=0          -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46           -20           -20           -20           -20           -20          -20  
    coh11:k=-19.9,b=0           -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46           -20           -20           -20           -20           -20          -20  
    coh12:k=-19.89,b=0          -1.86       -2.1914        -2.62       -3.1114        -3.74         -4.46           -20           -20           -20           -20           -20          -20  
    coh13:k=-19.88,b=0          -1.86       -2.1914        -2.62       -3.1114        -3.74           -20           -20           -20           -20           -20           -20          -20  
    coh14:k=-19.87,b=0            -20           -20        -2.62       -3.1114        -3.74           -20           -20           -20           -20           -20           -20          -20  
    coh15:k=-19.86,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh16:k=-19.85,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh17:k=-19.84,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh18:k=-19.83,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh19:k=-19.82,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh20:k=-19.81,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh21:k=-19.8,b=0             -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh22:k=-19.79,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh23:k=-19.78,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh24:k=-19.77,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh25:k=-19.76,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh26:k=-19.75,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh27:k=-19.74,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh28:k=-19.73,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh29:k=-19.72,b=0            -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh30:k=-19.7099,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh31:k=-19.6999,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh32:k=-19.6899,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh33:k=-19.6799,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh34:k=-19.6699,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh35:k=-19.6599,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh36:k=-19.6499,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh37:k=-19.6399,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh38:k=-19.6299,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh39:k=-19.6199,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh40:k=-19.6099,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh41:k=-19.5999,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh42:k=-19.5899,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh43:k=-19.5799,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh44:k=-19.5699,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh45:k=-19.5599,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh46:k=-19.5499,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh47:k=-19.5399,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh48:k=-19.5299,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh49:k=-19.5199,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh50:k=-19.5099,b=0          -20           -20          -20           -20          -20           -20           -20           -20           -20           -20           -20          -20  
    coh7654:k=56.5435,b=0      48.147        47.867       47.447        46.887       46.327        45.487        40.867        39.047        36.947         34.44        31.505        28.29  
    coh7655:k=56.5535,b=0      48.156        47.876       47.456        46.896       46.336        45.496        40.737         38.92        36.823        34.447        31.511       28.391  
    coh7656:k=56.5635,b=0      48.015        47.736       47.316        46.757       46.198        45.359        40.745        38.928        36.831        34.454        31.518       28.653  
    coh7657:k=56.5735,b=0      48.024        47.744       47.325        46.766       46.206        45.367        40.753        38.936        36.838        34.461        31.548       28.938  
    coh7658:k=56.5835,b=0      48.033        47.753       47.334        46.774       46.215        45.376        40.761        38.943        36.846        34.457        31.671       29.305  
    coh7659:k=56.5935,b=0      48.042        47.762       47.342        46.783       46.224        45.384        40.769        38.951        36.853        34.337        31.678       29.439  
    coh7660:k=56.6035,b=0      48.051        47.771       47.351        46.792       46.232        45.393        40.777        38.959         36.86        34.343        31.685         29.7  
    coh7661:k=56.6135,b=0       48.06         47.78        47.36        46.801       46.241        45.402        40.785        38.966        36.868         34.35        31.806       29.962  
    coh7662:k=56.6235,b=0      48.068        47.789       47.369        46.809        46.25         45.41        40.793        38.974        36.978        34.459        31.634       28.895  
    coh7663:k=56.6336,b=0      48.077        47.797       47.378        46.818       46.258        45.419        40.801        38.982        37.023        34.594        31.655       28.487  
    coh7664:k=56.6436,b=0      48.086        47.806       47.386        46.827       46.267        45.427        40.809        38.989        36.952        34.651        31.868       28.571  
    coh7665:k=56.6536,b=0      48.095        47.815       47.395        46.835       46.276        45.436        40.817        38.997        36.898        34.724        31.801       28.639  
    coh7666:k=56.6636,b=0      48.104        47.824       47.404        46.844       46.284        45.444        40.825        39.005        36.905        34.698        31.693       28.646  
    coh7667:k=56.6736,b=0      48.113        47.833       47.413        46.853       46.293        45.453        40.833        39.013        36.913        34.533        31.873       28.653  
    coh7668:k=56.6836,b=0      48.122        47.842       47.422        46.862       46.302        45.462        40.842        39.022        36.922        34.542        31.882       28.662  
    coh7669:k=56.6936,b=0      48.131        47.851       47.431        46.871       46.311        45.471        40.851        39.031        36.931        34.551        31.891       28.671  
    coh7670:k=56.7036,b=0       48.14         47.86        47.44         46.88        46.32         45.48         40.86         39.04         36.94         34.56          31.9       28.285  
    coh7671:k=56.7136,b=0      48.149        47.869       47.449        46.889       46.329        45.489        40.869        39.049        36.949        34.441        31.506       28.291  
    coh7672:k=56.7236,b=0      48.159        47.879       47.459        46.899       46.339        45.499        40.739        38.922        36.825        34.448        31.513       28.443  
    coh7673:k=56.7336,b=0      48.168        47.737       47.318        46.759       46.199        45.361        40.747        38.929        36.832        34.455        31.519       28.704  
    coh7674:k=56.7436,b=0      48.026        47.746       47.327        46.767       46.208        45.369        40.755        38.937         36.84        34.463        31.574       29.012  
    coh7675:k=56.7536,b=0      48.035        47.755       47.335        46.776       46.217        45.378        40.763        38.945        36.847        34.434        31.673       29.331  
    coh7676:k=56.7636,b=0      48.043        47.764       47.344        46.785       46.225        45.386        40.771        38.952        36.854        34.337        31.679       29.487  
    coh7677:k=56.7736,b=0      48.052        47.773       47.353        46.793       46.234        45.395        40.778         38.96        36.862        34.344        31.697       29.748  
    coh7678:k=56.7836,b=0      48.061        47.781       47.362        46.802       46.242        45.403        40.786        38.968        36.869        34.351        31.831        30.01  
    coh7679:k=56.7936,b=0       48.07         47.79        47.37        46.811       46.251        45.412        40.794        38.975        37.002        34.483        31.589       28.642  
    coh7680:k=56.8036,b=0      48.079        47.799       47.379         46.82        46.26         45.42        40.802        38.983        37.024        34.618        31.679       28.488  
    coh7681:k=56.8136,b=0      48.088        47.808       47.388        46.828       46.268        45.429         40.81        38.991        36.931        34.652        31.914       28.595  
    coh7682:k=56.8236,b=0      48.097        47.817       47.397        46.837       46.277        45.437        40.818        38.998        36.899        34.747        31.736        28.64  
    coh7683:k=56.8336,b=0      48.106        47.826       47.406        46.846       46.286        45.446        40.826        39.006        36.906        34.655        31.738       28.647  
    coh7684:k=56.8436,b=0      48.115        47.835       47.415        46.855       46.295        45.455        40.835        39.015        36.915        34.535        31.875       28.655  
    coh7685:k=56.8536,b=0      48.124        47.844       47.424        46.864       46.304        45.464        40.844        39.024        36.924        34.544        31.884       28.664  
    coh7686:k=56.8636,b=0      48.133        47.853       47.433        46.873       46.313        45.473        40.853        39.033        36.933        34.553        31.893       28.673  
    coh7687:k=56.8736,b=0      48.142        47.862       47.442        46.882       46.322        45.482        40.862        39.042        36.942        34.562        31.902       28.286  
    coh7688:k=56.8836,b=0      48.151        47.871       47.451        46.891       46.331        45.491        40.871        39.051        36.951        34.571        31.507       28.292  
    coh7689:k=56.8936,b=0       48.16         47.88        47.46          46.9        46.34          45.5         40.88        38.923        36.826        34.449        31.514       28.474  
    coh7690:k=56.9036,b=0      48.169        47.889       47.469         46.76         46.2        45.362        40.748         38.93        36.833        34.456         31.52       28.735  
    coh7691:k=56.9136,b=0      48.027        47.747       47.328        46.768       46.209         45.37        40.756        38.938         36.84        34.463         31.59       29.058  
    coh7692:k=56.9236,b=0      48.036        47.756       47.336        46.777       46.218        45.379        40.764        38.946        36.848        34.421        31.674       29.346  
    coh7693:k=56.9336,b=0      48.044        47.765       47.345        46.786       46.226        45.387        40.771        38.953        36.855        34.338         31.68       29.517  
    coh7694:k=56.9436,b=0      48.053        47.774       47.354        46.794       46.235        45.396        40.779        38.961        36.863        34.345        31.711       29.777  
    coh7695:k=56.9536,b=0      48.062        47.782       47.363        46.803       46.243        45.404        40.787        38.969        36.882        34.364         31.81       29.886  
    coh7696:k=56.9636,b=0      48.071        47.791       47.371        46.812       46.252        45.413        40.795        38.976        37.016        34.498        31.562       28.493  
    coh7697:k=56.9736,b=0       48.08          47.8        47.38         46.82       46.261        45.421        40.803        38.984        37.025        34.632        31.693       28.489  
    coh7698:k=56.9836,b=0      48.089        47.809       47.389        46.829       46.269         45.43        40.811        38.992        36.919        34.653        31.941       28.608  
    coh7699:k=56.9936,b=0      48.098        47.818       47.398        46.838       46.278        45.438        40.819        38.999          36.9        34.761        31.698       28.641  
    coh7700:k=57.0036,b=0      48.106        47.826       47.406        46.846       46.286        45.447        40.827        39.007        36.907        34.631        31.763       28.647  
    coh7701:k=57.0136,b=0      48.115        47.835       47.415        46.855       46.295        45.455        40.835        39.015        36.915        34.535        31.875       28.655  
    coh7702:k=57.0236,b=0      48.124        47.844       47.424        46.864       46.304        45.464        40.844        39.024        36.924        34.544        31.884       28.664  
    coh7703:k=57.0336,b=0      48.134        47.854       47.434        46.874       46.314        45.474        40.854        39.034        36.934        34.554        31.894       28.674  

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=-20,b=0                 1.86        2.1914          2.62        3.1114          3.74         4.46          9.02         10.78         12.86          15.3         18.18        19.98 
    coh2:k=-19.99,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46          9.02         10.78         12.86          15.3         18.18        19.98 
    coh3:k=-19.98,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46          9.02         10.78         12.86          15.3      0.011411     0.010012 
    coh4:k=-19.97,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46          9.02         10.78      0.019994      0.019994      0.019994     0.019514 
    coh5:k=-19.96,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46          9.02      0.027857      0.027537      0.025619      0.021862     0.020024 
    coh6:k=-19.95,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46      0.034222      0.034022      0.031824      0.030025      0.029925     0.026328 
    coh7:k=-19.94,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46      0.040946      0.039987      0.039987      0.037349      0.030875     0.030035 
    coh8:k=-19.93,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46      0.050009      0.049449      0.045253      0.040077      0.039937     0.033083 
    coh9:k=-19.92,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46      0.058752      0.054755      0.049959       0.04852      0.040047     0.039887 
    coh10:k=-19.91,b=0             1.86        2.1914          2.62        3.1114          3.74         4.46      0.063937      0.059981      0.058362      0.050089      0.049909     0.040557 
    coh11:k=-19.9,b=0              1.86        2.1914          2.62        3.1114          3.74         4.46      0.070042      0.068843       0.06065      0.059451      0.050059     0.049859 
    coh12:k=-19.89,b=0             1.86        2.1914          2.62        3.1114          3.74         4.46      0.078805       0.07221      0.069792       0.06012      0.059241     0.050009 
    coh13:k=-19.88,b=0             1.86        2.1914          2.62        3.1114          3.74     0.087168       0.08549      0.079974       0.07278      0.069902      0.060071     0.058871 
    coh14:k=-19.87,b=0       0.00012989    0.00012989          2.62        3.1114          3.74     0.091834      0.090016      0.086639      0.079884      0.071051      0.068973      0.06014 
    coh15:k=-19.86,b=0       0.00013988    0.00013988    0.00013988    0.00013988    0.00013988      0.10142      0.099458      0.089946       0.08547      0.079874      0.070082     0.067844 
    coh16:k=-19.85,b=0       0.00014988    0.00014988    0.00014988    0.00014988      0.096071      0.11615       0.10446      0.099668      0.090076      0.082582      0.078985     0.069992 
    coh17:k=-19.84,b=0       0.00015987    0.00015987    0.00015987    0.00015987       0.11974      0.12454       0.11015       0.10343       0.09768      0.090006      0.080094     0.077536 
    coh18:k=-19.83,b=0       0.00016986    0.00016986    0.00016986    0.00016986       0.12858       0.1313       0.11941        0.1099       0.10039      0.094272      0.089516     0.080004 
    coh19:k=-19.82,b=0       0.00017985    0.00017985    0.00017985    0.00017985       0.13507      0.13974       0.12428       0.11708       0.10989      0.099818      0.090465     0.087228 
    coh20:k=-19.81,b=0       0.00018984    0.00018984    0.00018984    0.00018984       0.14257      0.14827       0.13004       0.12093       0.11296       0.10612      0.099668     0.090176 
    coh21:k=-19.8,b=0        0.00019984    0.00019984    0.00019984       0.13849       0.15967      0.16007       0.13889       0.12969        0.1197       0.11011       0.10172     0.097719 
    coh22:k=-19.79,b=0       0.00020983    0.00020983    0.00020983        0.1622       0.16849      0.16891       0.14331       0.13492       0.12611       0.11813       0.10974      0.10009 
    coh23:k=-19.78,b=0       0.00021982    0.00021982    0.00021982        0.1708       0.17651      0.17651       0.15014       0.14002       0.12991       0.12068       0.11365      0.10837 
    coh24:k=-19.77,b=0       0.00022981    0.00022981    0.00022981       0.17994         0.185      0.18454       0.15834       0.14869       0.13904       0.12984       0.11973      0.11008 
    coh25:k=-19.76,b=0        0.0002398     0.0002398     0.0002398       0.18968       0.19304      0.19208       0.16283       0.15275       0.14268       0.13309       0.12542      0.11966 
    coh26:k=-19.75,b=0       0.00024979    0.00024979        0.1856       0.19809       0.20108      0.20009       0.17011       0.15962       0.14963       0.13963       0.13014      0.12115 
    coh27:k=-19.74,b=0       0.00025979    0.00025979       0.19562       0.20757       0.21173      0.20965       0.17743       0.16652       0.15561       0.14574       0.13743      0.12963 
    coh28:k=-19.73,b=0       0.00026978    0.00026978       0.21501       0.22149       0.22149      0.21825       0.18264       0.17077       0.15998       0.15027       0.14001      0.13246 
    coh29:k=-19.72,b=0       0.00027977    0.00027977       0.22689       0.23025       0.22969      0.22689       0.18996       0.17989       0.16926       0.15863       0.14968       0.1396 
    coh30:k=-19.7099,b=0     0.00028976    0.00028976         0.235       0.23963       0.23905      0.23384       0.19733       0.18516       0.17299       0.16198       0.15212      0.14459 
    coh31:k=-19.6999,b=0     0.00029975    0.00029975        0.2419        0.2467        0.2461       0.2407       0.20233       0.19034       0.18015       0.16996       0.15977      0.15018 
    coh32:k=-19.6899,b=0     0.00030974       0.24005       0.25058       0.25492        0.2543      0.24996        0.2097       0.19917       0.18678       0.17501       0.16509      0.15642 
    coh33:k=-19.6799,b=0     0.00031974       0.24971       0.25995       0.26442        0.2625      0.25803        0.2171       0.20431       0.19088       0.18001       0.16978      0.16019 
    coh34:k=-19.6699,b=0     0.00032973       0.25884       0.27071       0.27334       0.27071      0.26609       0.22257       0.21004       0.19949       0.18827       0.17772      0.16849 
    coh35:k=-19.6599,b=0     0.00033972       0.27144       0.28299       0.28299       0.27959      0.27347       0.22999       0.21844       0.20485       0.19194       0.18039      0.17088 
    coh36:k=-19.6499,b=0     0.00034971       0.28641       0.29201       0.29201       0.28921      0.28082       0.23745       0.22277       0.21018       0.19969       0.18989       0.1794 
    coh37:k=-19.6399,b=0      0.0003597       0.29676       0.30179       0.30107       0.29747      0.28956        0.2428       0.22985       0.21906       0.20611       0.19388      0.18381 
    coh38:k=-19.6299,b=0        0.29391       0.30722       0.31017       0.30944       0.30574      0.29834       0.24954       0.23771       0.22293       0.21036       0.20001      0.18965 
    coh39:k=-19.6199,b=0        0.30489       0.31552       0.31932       0.31856       0.31324      0.30565       0.25781       0.24262       0.22971       0.21908       0.20693       0.1963 
    coh40:k=-19.6099,b=0        0.31213       0.32304       0.32772       0.32694       0.32071      0.31291       0.26303       0.24978       0.23731       0.22329       0.21004      0.19991 
    coh41:k=-19.5999,b=0        0.32014       0.33053       0.33612       0.33452       0.32973      0.32014       0.26978       0.25779        0.2418       0.22981       0.21942      0.20903 
    coh42:k=-19.5899,b=0        0.32896       0.33961       0.34453       0.34289       0.33797      0.32978       0.27816       0.26259       0.24948       0.23719       0.22409      0.21261 
    coh43:k=-19.5799,b=0        0.33698       0.35461       0.35629       0.35209       0.34538      0.33698       0.28411       0.26984       0.25641        0.2413       0.22955      0.21948 
    coh44:k=-19.5699,b=0        0.35704       0.36563       0.36563       0.36047        0.3536      0.34415       0.29001       0.27712        0.2608       0.24962       0.23759      0.22556 
    coh45:k=-19.5599,b=0        0.36974       0.37413       0.37413       0.36974       0.36182      0.35127       0.29939       0.28269        0.2695       0.25543       0.24136      0.22993 
    coh46:k=-19.5499,b=0        0.37814       0.38263       0.38174       0.37904       0.37005      0.36015        0.3044       0.29001       0.27562       0.26034       0.24954      0.23875 
    coh47:k=-19.5399,b=0        0.38654       0.39206       0.39114       0.38654       0.37919      0.36908       0.31024       0.29737       0.28083        0.2698       0.25509      0.24222 
    coh48:k=-19.5299,b=0        0.39682       0.40058       0.39964       0.39494       0.38743      0.37616       0.31981        0.3029       0.28975       0.27378        0.2597      0.24936 
    coh49:k=-19.5199,b=0        0.40623       0.41006        0.4091       0.40239       0.39471       0.3832       0.32565        0.3103       0.29496       0.27961       0.26906      0.25563 
    coh50:k=-19.5099,b=0        0.41469       0.41958       0.41763       0.41077       0.40196      0.39021       0.33146       0.31775       0.30012       0.28837       0.27271      0.25998 
    coh7654:k=56.5435,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09        15.444         18.38       21.594 
    coh7655:k=56.5535,b=0          1.89          2.17          2.59          3.15          3.71         4.55         9.156        10.973         13.07        15.446        18.382       21.502 
    coh7656:k=56.5635,b=0        1.8874         2.167        2.5864        3.1456        3.7048       4.5437        9.1572        10.975        13.072        15.448        18.384        21.25 
    coh7657:k=56.5735,b=0        1.8876        2.1673        2.5867         3.146        3.7053       4.5443        9.1584        10.976        13.073         15.45        18.364       20.974 
    coh7658:k=56.5835,b=0        1.8879        2.1675        2.5871        3.1464        3.7058       4.5449        9.1596        10.978        13.075        15.463        18.249       20.616 
    coh7659:k=56.5935,b=0        1.8881        2.1678        2.5874        3.1468        3.7063       4.5454        9.1608        10.979        13.077        15.593        18.252       20.491 
    coh7660:k=56.6035,b=0        1.8884        2.1681        2.5877        3.1473        3.7068        4.546         9.162         10.98        13.079        15.596        18.254       20.239 
    coh7661:k=56.6135,b=0        1.8886        2.1684        2.5881        3.1477        3.7073       4.5466        9.1632        10.982         13.08        15.598        18.142       19.986 
    coh7662:k=56.6235,b=0        1.8888        2.1687        2.5884        3.1481        3.7077       4.5472        9.1644        10.983         12.98        15.498        18.323       21.062 
    coh7663:k=56.6336,b=0        1.8891         2.169        2.5888        3.1485        3.7082       4.5478        9.1656        10.985        12.944        15.372        18.311        21.48 
    coh7664:k=56.6436,b=0        1.8893        2.1692        2.5891        3.1489        3.7087       4.5484        9.1668        10.986        13.023        15.325        18.108       21.405 
    coh7665:k=56.6536,b=0        1.8896        2.1695        2.5894        3.1493        3.7092        4.549         9.168        10.988        13.087        15.261        18.183       21.345 
    coh7666:k=56.6636,b=0        1.8898        2.1698        2.5898        3.1497        3.7097       4.5496        9.1692        10.989        13.089        15.296        18.301       21.348 
    coh7667:k=56.6736,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 
    coh7668:k=56.6836,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 
    coh7669:k=56.6936,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 
    coh7670:k=56.7036,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13       21.592 
    coh7671:k=56.7136,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09        15.445         18.38       21.595 
    coh7672:k=56.7236,b=0          1.89          2.17          2.59          3.15          3.71         4.55        9.1563        10.974         13.07        15.447        18.382       21.453 
    coh7673:k=56.7336,b=0          1.89         2.167        2.5865        3.1457        3.7049       4.5438        9.1575        10.975        13.072        15.449        18.385       21.201 
    coh7674:k=56.7436,b=0        1.8877        2.1673        2.5868        3.1461        3.7054       4.5444        9.1587        10.976        13.074        15.451         18.34       20.901 
    coh7675:k=56.7536,b=0        1.8879        2.1676        2.5871        3.1465        3.7059        4.545        9.1598        10.978        13.076        15.488         18.25       20.592 
    coh7676:k=56.7636,b=0        1.8882        2.1679        2.5875        3.1469        3.7064       4.5456         9.161        10.979        13.077        15.595        18.252       20.444 
    coh7677:k=56.7736,b=0        1.8884        2.1682        2.5878        3.1473        3.7069       4.5461        9.1622        10.981        13.079        15.597        18.244       20.192 
    coh7678:k=56.7836,b=0        1.8886        2.1684        2.5881        3.1477        3.7073       4.5467        9.1634        10.982        13.081        15.599        18.119        19.94 
    coh7679:k=56.7936,b=0        1.8889        2.1687        2.5885        3.1482        3.7078       4.5473        9.1646        10.984        12.957        15.476         18.37       21.317 
    coh7680:k=56.8036,b=0        1.8891         2.169        2.5888        3.1486        3.7083       4.5479        9.1658        10.985        12.944         15.35        18.289        21.48 
    coh7681:k=56.8136,b=0        1.8894        2.1693        2.5892         3.149        3.7088       4.5485         9.167        10.986        13.046        15.325        18.063       21.383 
    coh7682:k=56.8236,b=0        1.8896        2.1696        2.5895        3.1494        3.7093       4.5491        9.1682        10.988        13.087        15.239        18.251       21.346 
    coh7683:k=56.8336,b=0        1.8899        2.1699        2.5898        3.1498        3.7098       4.5497        9.1694        10.989        13.089         15.34        18.258       21.349 
    coh7684:k=56.8436,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 
    coh7685:k=56.8536,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 
    coh7686:k=56.8636,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 
    coh7687:k=56.8736,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13       21.592 
    coh7688:k=56.8836,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.38       21.595 
    coh7689:k=56.8936,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17        10.974        13.071        15.447        18.383       21.422 
    coh7690:k=56.9036,b=0          1.89          2.17          2.59        3.1457         3.705       4.5438        9.1576        10.975        13.072        15.449        18.385       21.171 
    coh7691:k=56.9136,b=0        1.8877        2.1673        2.5868        3.1462        3.7055       4.5444        9.1588        10.977        13.074        15.451        18.325       20.856 
    coh7692:k=56.9236,b=0        1.8879        2.1676        2.5872        3.1466        3.7059        4.545          9.16        10.978        13.076        15.503         18.25       20.578 
    coh7693:k=56.9336,b=0        1.8882        2.1679        2.5875         3.147        3.7064       4.5456        9.1612        10.979        13.077        15.595        18.252       20.416 
    coh7694:k=56.9436,b=0        1.8884        2.1682        2.5878        3.1474        3.7069       4.5462        9.1624        10.981        13.079        15.597         18.23       20.164 
    coh7695:k=56.9536,b=0        1.8887        2.1685        2.5882        3.1478        3.7074       4.5468        9.1636        10.982        13.069        15.587        18.141       20.065 
    coh7696:k=56.9636,b=0        1.8889        2.1688        2.5885        3.1482        3.7079       4.5474        9.1647        10.984        12.944        15.462        18.397       21.466 
    coh7697:k=56.9736,b=0        1.8892         2.169        2.5889        3.1486        3.7084        4.548        9.1659        10.985        12.944        15.337        18.276        21.48 
    coh7698:k=56.9836,b=0        1.8894        2.1693        2.5892         3.149        3.7088       4.5486        9.1671        10.987        13.059        15.325        18.037        21.37 
    coh7699:k=56.9936,b=0        1.8897        2.1696        2.5895        3.1494        3.7093       4.5492        9.1683        10.988        13.088        15.226        18.289       21.346 
    coh7700:k=57.0036,b=0        1.8899        2.1699        2.5899        3.1498        3.7098       4.5498        9.1695        10.989        13.089        15.365        18.233       21.349 
    coh7701:k=57.0136,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 
    coh7702:k=57.0236,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 
    coh7703:k=57.0336,b=0          1.89          2.17          2.59          3.15          3.71         4.55          9.17         10.99         13.09         15.47         18.13        21.35 

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=-20,b=0                  0             0             0            0            0             0             0             0             0             0             0             0 
    coh2:k=-19.99,b=0               0             0             0            0            0             0             0             0             0             0             0             0 
    coh3:k=-19.98,b=0               0             0             0            0            0             0             0             0             0             0       -19.989        -19.99 
    coh4:k=-19.97,b=0               0             0             0            0            0             0             0             0        -19.98        -19.98        -19.98        -19.98 
    coh5:k=-19.96,b=0               0             0             0            0            0             0             0       -19.972       -19.972       -19.974       -19.978        -19.98 
    coh6:k=-19.95,b=0               0             0             0            0            0             0       -19.966       -19.966       -19.968        -19.97        -19.97       -19.974 
    coh7:k=-19.94,b=0               0             0             0            0            0             0       -19.959        -19.96        -19.96       -19.963       -19.969        -19.97 
    coh8:k=-19.93,b=0               0             0             0            0            0             0        -19.95       -19.951       -19.955        -19.96        -19.96       -19.967 
    coh9:k=-19.92,b=0               0             0             0            0            0             0       -19.941       -19.945        -19.95       -19.951        -19.96        -19.96 
    coh10:k=-19.91,b=0              0             0             0            0            0             0       -19.936        -19.94       -19.942        -19.95        -19.95       -19.959 
    coh11:k=-19.9,b=0               0             0             0            0            0             0        -19.93       -19.931       -19.939        -19.94        -19.95        -19.95 
    coh12:k=-19.89,b=0              0             0             0            0            0             0       -19.921       -19.928        -19.93        -19.94       -19.941        -19.95 
    coh13:k=-19.88,b=0              0             0             0            0            0       -19.913       -19.914        -19.92       -19.927        -19.93        -19.94       -19.941 
    coh14:k=-19.87,b=0            -20           -20             0            0            0       -19.908        -19.91       -19.913        -19.92       -19.929       -19.931        -19.94 
    coh15:k=-19.86,b=0            -20           -20           -20          -20          -20       -19.898         -19.9        -19.91       -19.914        -19.92        -19.93       -19.932 
    coh16:k=-19.85,b=0            -20           -20           -20          -20      -19.904       -19.884       -19.895         -19.9        -19.91       -19.917       -19.921        -19.93 
    coh17:k=-19.84,b=0            -20           -20           -20          -20       -19.88       -19.875        -19.89       -19.896       -19.902        -19.91        -19.92       -19.922 
    coh18:k=-19.83,b=0            -20           -20           -20          -20      -19.871       -19.869        -19.88        -19.89         -19.9       -19.906        -19.91        -19.92 
    coh19:k=-19.82,b=0            -20           -20           -20          -20      -19.865        -19.86       -19.876       -19.883        -19.89         -19.9       -19.909       -19.913 
    coh20:k=-19.81,b=0            -20           -20           -20          -20      -19.857       -19.852        -19.87       -19.879       -19.887       -19.894         -19.9        -19.91 
    coh21:k=-19.8,b=0             -20           -20           -20      -19.861       -19.84        -19.84       -19.861        -19.87        -19.88        -19.89       -19.898       -19.902 
    coh22:k=-19.79,b=0            -20           -20           -20      -19.838      -19.831       -19.831       -19.857       -19.865       -19.874       -19.882        -19.89         -19.9 
    coh23:k=-19.78,b=0            -20           -20           -20      -19.829      -19.823       -19.823        -19.85        -19.86        -19.87       -19.879       -19.886       -19.892 
    coh24:k=-19.77,b=0            -20           -20           -20       -19.82      -19.815       -19.815       -19.842       -19.851       -19.861        -19.87        -19.88        -19.89 
    coh25:k=-19.76,b=0            -20           -20           -20       -19.81      -19.807       -19.808       -19.837       -19.847       -19.857       -19.867       -19.874        -19.88 
    coh26:k=-19.75,b=0            -20           -20       -19.814      -19.802      -19.799         -19.8        -19.83        -19.84        -19.85        -19.86        -19.87       -19.879 
    coh27:k=-19.74,b=0            -20           -20       -19.804      -19.792      -19.788        -19.79       -19.822       -19.833       -19.844       -19.854       -19.862        -19.87 
    coh28:k=-19.73,b=0            -20           -20       -19.785      -19.778      -19.778       -19.782       -19.817       -19.829        -19.84        -19.85        -19.86       -19.867 
    coh29:k=-19.72,b=0            -20           -20       -19.773       -19.77       -19.77       -19.773        -19.81        -19.82       -19.831       -19.841        -19.85        -19.86 
    coh30:k=-19.7099,b=0          -20           -20       -19.765       -19.76      -19.761       -19.766       -19.802       -19.815       -19.827       -19.838       -19.848       -19.855 
    coh31:k=-19.6999,b=0          -20           -20       -19.758      -19.753      -19.754       -19.759       -19.797       -19.809        -19.82        -19.83        -19.84        -19.85 
    coh32:k=-19.6899,b=0          -20        -19.76       -19.749      -19.745      -19.745        -19.75        -19.79       -19.801       -19.813       -19.825       -19.835       -19.843 
    coh33:k=-19.6799,b=0          -20        -19.75        -19.74      -19.735      -19.737       -19.742       -19.783       -19.795       -19.809        -19.82        -19.83        -19.84 
    coh34:k=-19.6699,b=0          -20       -19.741       -19.729      -19.726      -19.729       -19.734       -19.777        -19.79         -19.8       -19.812       -19.822       -19.831 
    coh35:k=-19.6599,b=0          -20       -19.728       -19.717      -19.717       -19.72       -19.726        -19.77       -19.781       -19.795       -19.808       -19.819       -19.829 
    coh36:k=-19.6499,b=0          -20       -19.713       -19.708      -19.708       -19.71       -19.719       -19.762       -19.777        -19.79         -19.8        -19.81        -19.82 
    coh37:k=-19.6399,b=0          -20       -19.703       -19.698      -19.699      -19.702        -19.71       -19.757        -19.77       -19.781       -19.794       -19.806       -19.816 
    coh38:k=-19.6299,b=0      -19.706       -19.692        -19.69       -19.69      -19.694       -19.701        -19.75       -19.762       -19.777       -19.789         -19.8        -19.81 
    coh39:k=-19.6199,b=0      -19.695       -19.684        -19.68      -19.681      -19.686       -19.694       -19.742       -19.757        -19.77       -19.781       -19.793       -19.804 
    coh40:k=-19.6099,b=0      -19.688       -19.677       -19.672      -19.673      -19.679       -19.687       -19.737        -19.75       -19.762       -19.776        -19.79         -19.8 
    coh41:k=-19.5999,b=0       -19.68       -19.669       -19.664      -19.665       -19.67        -19.68        -19.73       -19.742       -19.758        -19.77        -19.78       -19.791 
    coh42:k=-19.5899,b=0      -19.671        -19.66       -19.655      -19.657      -19.662        -19.67       -19.722       -19.737        -19.75       -19.763       -19.776       -19.787 
    coh43:k=-19.5799,b=0      -19.663       -19.645       -19.643      -19.648      -19.654       -19.663       -19.716        -19.73       -19.743       -19.758        -19.77        -19.78 
    coh44:k=-19.5699,b=0      -19.643       -19.634       -19.634      -19.639      -19.646       -19.656        -19.71       -19.723       -19.739        -19.75       -19.762       -19.774 
    coh45:k=-19.5599,b=0       -19.63       -19.625       -19.625       -19.63      -19.638       -19.648         -19.7       -19.717        -19.73       -19.744       -19.758        -19.77 
    coh46:k=-19.5499,b=0      -19.621       -19.617       -19.618      -19.621       -19.63       -19.639       -19.695        -19.71       -19.724       -19.739        -19.75       -19.761 
    coh47:k=-19.5399,b=0      -19.613       -19.608       -19.608      -19.613       -19.62       -19.631       -19.689       -19.702       -19.719        -19.73       -19.745       -19.758 
    coh48:k=-19.5299,b=0      -19.603       -19.599         -19.6      -19.605      -19.612       -19.623        -19.68       -19.697        -19.71       -19.726        -19.74        -19.75 
    coh49:k=-19.5199,b=0      -19.593        -19.59        -19.59      -19.597      -19.605       -19.616       -19.674       -19.689       -19.705        -19.72       -19.731       -19.744 
    coh50:k=-19.5099,b=0      -19.585        -19.58       -19.582      -19.589      -19.598       -19.609       -19.668       -19.682         -19.7       -19.711       -19.727        -19.74 
    coh7654:k=56.5435,b=0      50.037        50.037        50.037       50.037       50.037        50.037        50.037        50.037        50.037        49.884        49.884        49.884 
    coh7655:k=56.5535,b=0      50.046        50.046        50.046       50.046       50.046        50.046        49.893        49.893        49.893        49.893        49.893        49.893 
    coh7656:k=56.5635,b=0      49.903        49.903        49.903       49.903       49.903        49.903        49.903        49.903        49.903        49.903        49.903        49.903 
    coh7657:k=56.5735,b=0      49.912        49.912        49.912       49.912       49.912        49.912        49.912        49.912        49.912        49.912        49.912        49.912 
    coh7658:k=56.5835,b=0      49.921        49.921        49.921       49.921       49.921        49.921        49.921        49.921        49.921        49.921        49.921        49.921 
    coh7659:k=56.5935,b=0       49.93         49.93         49.93        49.93        49.93         49.93         49.93         49.93         49.93         49.93         49.93         49.93 
    coh7660:k=56.6035,b=0      49.939        49.939        49.939       49.939       49.939        49.939        49.939        49.939        49.939        49.939        49.939        49.939 
    coh7661:k=56.6135,b=0      49.948        49.948        49.948       49.948       49.948        49.948        49.948        49.948        49.948        49.948        49.948        49.948 
    coh7662:k=56.6235,b=0      49.957        49.957        49.957       49.957       49.957        49.957        49.957        49.957        49.957        49.957        49.957        49.957 
    coh7663:k=56.6336,b=0      49.966        49.966        49.966       49.966       49.966        49.966        49.966        49.966        49.966        49.966        49.966        49.966 
    coh7664:k=56.6436,b=0      49.976        49.976        49.976       49.976       49.976        49.976        49.976        49.976        49.976        49.976        49.976        49.976 
    coh7665:k=56.6536,b=0      49.985        49.985        49.985       49.985       49.985        49.985        49.985        49.985        49.985        49.985        49.985        49.985 
    coh7666:k=56.6636,b=0      49.994        49.994        49.994       49.994       49.994        49.994        49.994        49.994        49.994        49.994        49.994        49.994 
    coh7667:k=56.6736,b=0      50.003        50.003        50.003       50.003       50.003        50.003        50.003        50.003        50.003        50.003        50.003        50.003 
    coh7668:k=56.6836,b=0      50.012        50.012        50.012       50.012       50.012        50.012        50.012        50.012        50.012        50.012        50.012        50.012 
    coh7669:k=56.6936,b=0      50.021        50.021        50.021       50.021       50.021        50.021        50.021        50.021        50.021        50.021        50.021        50.021 
    coh7670:k=56.7036,b=0       50.03         50.03         50.03        50.03        50.03         50.03         50.03         50.03         50.03         50.03         50.03        49.877 
    coh7671:k=56.7136,b=0      50.039        50.039        50.039       50.039       50.039        50.039        50.039        50.039        50.039        49.886        49.886        49.886 
    coh7672:k=56.7236,b=0      50.049        50.049        50.049       50.049       50.049        50.049        49.895        49.895        49.895        49.895        49.895        49.895 
    coh7673:k=56.7336,b=0      50.058        49.904        49.904       49.904       49.904        49.904        49.904        49.904        49.904        49.904        49.904        49.904 
    coh7674:k=56.7436,b=0      49.913        49.913        49.913       49.913       49.913        49.913        49.913        49.913        49.913        49.913        49.913        49.913 
    coh7675:k=56.7536,b=0      49.923        49.923        49.923       49.923       49.923        49.923        49.923        49.923        49.923        49.923        49.923        49.923 
    coh7676:k=56.7636,b=0      49.932        49.932        49.932       49.932       49.932        49.932        49.932        49.932        49.932        49.932        49.932        49.932 
    coh7677:k=56.7736,b=0      49.941        49.941        49.941       49.941       49.941        49.941        49.941        49.941        49.941        49.941        49.941        49.941 
    coh7678:k=56.7836,b=0       49.95         49.95         49.95        49.95        49.95         49.95         49.95         49.95         49.95         49.95         49.95         49.95 
    coh7679:k=56.7936,b=0      49.959        49.959        49.959       49.959       49.959        49.959        49.959        49.959        49.959        49.959        49.959        49.959 
    coh7680:k=56.8036,b=0      49.968        49.968        49.968       49.968       49.968        49.968        49.968        49.968        49.968        49.968        49.968        49.968 
    coh7681:k=56.8136,b=0      49.977        49.977        49.977       49.977       49.977        49.977        49.977        49.977        49.977        49.977        49.977        49.977 
    coh7682:k=56.8236,b=0      49.986        49.986        49.986       49.986       49.986        49.986        49.986        49.986        49.986        49.986        49.986        49.986 
    coh7683:k=56.8336,b=0      49.995        49.995        49.995       49.995       49.995        49.995        49.995        49.995        49.995        49.995        49.995        49.995 
    coh7684:k=56.8436,b=0      50.005        50.005        50.005       50.005       50.005        50.005        50.005        50.005        50.005        50.005        50.005        50.005 
    coh7685:k=56.8536,b=0      50.014        50.014        50.014       50.014       50.014        50.014        50.014        50.014        50.014        50.014        50.014        50.014 
    coh7686:k=56.8636,b=0      50.023        50.023        50.023       50.023       50.023        50.023        50.023        50.023        50.023        50.023        50.023        50.023 
    coh7687:k=56.8736,b=0      50.032        50.032        50.032       50.032       50.032        50.032        50.032        50.032        50.032        50.032        50.032        49.878 
    coh7688:k=56.8836,b=0      50.041        50.041        50.041       50.041       50.041        50.041        50.041        50.041        50.041        50.041        49.887        49.887 
    coh7689:k=56.8936,b=0       50.05         50.05         50.05        50.05        50.05         50.05         50.05        49.896        49.896        49.896        49.896        49.896 
    coh7690:k=56.9036,b=0      50.059        50.059        50.059       49.905       49.905        49.905        49.905        49.905        49.905        49.905        49.905        49.905 
    coh7691:k=56.9136,b=0      49.914        49.914        49.914       49.914       49.914        49.914        49.914        49.914        49.914        49.914        49.914        49.914 
    coh7692:k=56.9236,b=0      49.924        49.924        49.924       49.924       49.924        49.924        49.924        49.924        49.924        49.924        49.924        49.924 
    coh7693:k=56.9336,b=0      49.933        49.933        49.933       49.933       49.933        49.933        49.933        49.933        49.933        49.933        49.933        49.933 
    coh7694:k=56.9436,b=0      49.942        49.942        49.942       49.942       49.942        49.942        49.942        49.942        49.942        49.942        49.942        49.942 
    coh7695:k=56.9536,b=0      49.951        49.951        49.951       49.951       49.951        49.951        49.951        49.951        49.951        49.951        49.951        49.951 
    coh7696:k=56.9636,b=0       49.96         49.96         49.96        49.96        49.96         49.96         49.96         49.96         49.96         49.96         49.96         49.96 
    coh7697:k=56.9736,b=0      49.969        49.969        49.969       49.969       49.969        49.969        49.969        49.969        49.969        49.969        49.969        49.969 
    coh7698:k=56.9836,b=0      49.978        49.978        49.978       49.978       49.978        49.978        49.978        49.978        49.978        49.978        49.978        49.978 
    coh7699:k=56.9936,b=0      49.987        49.987        49.987       49.987       49.987        49.987        49.987        49.987        49.987        49.987        49.987        49.987 
    coh7700:k=57.0036,b=0      49.996        49.996        49.996       49.996       49.996        49.996        49.996        49.996        49.996        49.996        49.996        49.996 
    coh7701:k=57.0136,b=0      50.005        50.005        50.005       50.005       50.005        50.005        50.005        50.005        50.005        50.005        50.005        50.005 
    coh7702:k=57.0236,b=0      50.014        50.014        50.014       50.014       50.014        50.014        50.014        50.014        50.014        50.014        50.014        50.014 
    coh7703:k=57.0336,b=0      50.024        50.024        50.024       50.024       50.024        50.024        50.024        50.024        50.024        50.024        50.024        50.024 

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fl_y_min = 1
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Warning: Ignoring extra legend entries. 
Elapsed time is 203.974242 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         608.6      6819.9             1             1             1             1             1             1             1             1             1             1             1             1             1             1             1
    iter=2         434.8      8073.3             1             1             1             1             1             1             1             1             1             1             1             1             1             1             1
    iter=3        368.53      2654.3       0.99704       0.99704       0.99704       0.99627       0.99717       0.99743       0.99762       0.99756       0.99749       0.99782       0.99794       0.99794       0.99762       0.99749       0.99724
    iter=4        319.68      1303.6       0.99576       0.99653       0.99692       0.99666       0.99672       0.99627       0.99692        0.9973       0.99685       0.99621       0.99711       0.99717       0.99698       0.99724       0.99749
    iter=5        280.99      775.67       0.99608       0.99563       0.99602       0.99627       0.99557       0.99615       0.99666        0.9964       0.99679       0.99589       0.99692       0.99692       0.99749       0.99692       0.99704
    iter=6        249.21      513.32       0.99563       0.99589       0.99255       0.99589       0.99557       0.99602       0.99576       0.99602       0.99492       0.99666       0.99653       0.99647       0.99666       0.99666       0.99627
    iter=7        222.48      364.32       0.99512       0.99486       0.99428       0.99589       0.99537        0.9955       0.99537        0.9955        0.9957       0.99615       0.99557       0.99512       0.99537       0.99499       0.99582
    iter=8        199.63      270.92        0.9946        0.9946       0.99499       0.99415       0.99531       0.99396       0.99525       0.99512       0.99505       0.99537        0.9948       0.99576       0.99492        0.9957        0.9955
    iter=9        179.87      209.24       0.99306       0.99396       0.99422       0.99441       0.99409        0.9946       0.99448       0.99499       0.99448        0.9948       0.99454       0.99473       0.99505       0.99537       0.99499
    iter=10       162.61      165.63       0.99268       0.99332       0.99319       0.99345       0.99319       0.99313       0.99338       0.99332       0.99422       0.99415       0.99338       0.99473       0.99422       0.99351       0.99377
    iter=11       147.43      133.85       0.99216       0.99268       0.99268       0.99242       0.99319       0.99197         0.993       0.99332       0.99319       0.99236       0.99338       0.99332       0.99319       0.99364       0.99377
    iter=12          134      110.63       0.99062       0.99036       0.99126       0.99165       0.99088       0.99088       0.99088       0.99261       0.99165       0.99255       0.99306       0.99229       0.99287       0.99287       0.99338
    iter=13       122.05      92.103       0.98767       0.98856       0.98882       0.98921       0.98972       0.99075       0.98953       0.99024       0.99094       0.99088        0.9912       0.99146       0.99165       0.99191       0.99178
    iter=14       111.37      77.792       0.97829       0.97983       0.98214       0.98355       0.98638       0.98805       0.98805       0.98786       0.98901       0.98972       0.99036       0.98927       0.99056       0.99017       0.99184
    iter=15       101.79      66.561       0.96107       0.96492       0.96749       0.97019       0.97417       0.97597       0.98079       0.98304       0.98561       0.98741       0.98715       0.98767       0.98882       0.98972       0.99075
    iter=16       93.174      57.445       0.93768       0.93974       0.94398       0.95066       0.95323       0.95632       0.96248       0.96865       0.97199       0.97662       0.98111        0.9851       0.98619        0.9876       0.98696
    iter=17       85.399      49.923       0.90479       0.90903       0.91494       0.91918       0.92728       0.93447       0.93679       0.94527        0.9522       0.95818       0.96679       0.97096       0.97816       0.98188        0.9833
    iter=18       78.366      43.749       0.86175       0.86471       0.87216       0.88077        0.8895       0.89927       0.91186       0.91687       0.92708       0.93768       0.94527       0.95452       0.96248          0.97        0.9752
    iter=19       71.992      38.638       0.79789       0.81074       0.82089       0.82963       0.84119       0.85533       0.87126       0.88025       0.89291       0.90601        0.9179       0.92798       0.93974       0.95124       0.96126
    iter=20       66.203      34.132       0.70628       0.71772       0.72967       0.74393       0.76359       0.77913       0.80226       0.81986       0.84004       0.85944        0.8789       0.89824       0.91347       0.92612       0.93993
    iter=21       60.937      30.463       0.61056       0.62521       0.63253       0.64461       0.66453       0.67506       0.69922       0.72517       0.73866        0.7702       0.80033       0.82886       0.85443       0.88693        0.9125
    iter=22       56.139      27.127       0.53835       0.54298       0.54696       0.55827       0.58307       0.59155       0.60735        0.6342       0.64602       0.68238       0.71168       0.73044       0.76372       0.79571        0.8225
    iter=23       51.761      24.285       0.46473       0.46524       0.47694       0.50084       0.49994       0.51047       0.54298       0.55017       0.57985       0.60343       0.62881       0.64609       0.67937       0.70577       0.73738
    iter=24       47.762      21.832       0.39419       0.41192       0.42696       0.42606       0.43415        0.4646       0.46929       0.48953       0.51034       0.53141       0.55506       0.58307        0.5972       0.63125       0.66221
    iter=25       44.104      19.646       0.36181       0.36066       0.35655       0.37787       0.39458       0.39638       0.41552       0.43344        0.4416        0.4822       0.48657       0.51895       0.54015       0.55827       0.58397
    iter=26       40.756      17.631       0.29577        0.3144       0.32995       0.33316       0.33021       0.35706       0.37004       0.37479       0.41218       0.40691       0.44867       0.45484       0.48484       0.51041       0.52101
    iter=27       37.687      16.033       0.28177       0.27483       0.27252       0.29423       0.30939       0.30554        0.3198       0.34498       0.34845       0.37974       0.38032       0.41424       0.43068       0.44366       0.47244
    iter=28       34.872       14.61        0.2359       0.24554       0.25903       0.24695       0.26237       0.28087       0.28485       0.28973       0.31415       0.32121       0.35398       0.36901       0.39162       0.41128       0.41591
    iter=29       32.288      13.159       0.20699       0.20596       0.21598       0.23037        0.2323       0.23603       0.25491        0.2607       0.27534       0.29243       0.30162       0.32789       0.34999       0.35327       0.38006
    iter=30       29.914      12.056        0.1881        0.1908       0.18746       0.19722       0.20982       0.21354       0.22074       0.23603       0.24142       0.26031       0.27457       0.29218       0.30104       0.33483       0.34023
    iter=31       27.731        10.9       0.16073       0.16909       0.17795       0.17114       0.18039       0.18862       0.19697       0.20146       0.22678       0.22215       0.24759        0.2517       0.29115       0.29295       0.29372
    iter=32       25.722      10.122       0.13542       0.14095       0.15084       0.16176       0.15547       0.16112       0.17718       0.17949       0.19183       0.21213        0.2183       0.23641       0.24823       0.25646       0.27708
    iter=33       23.873       9.418       0.12938       0.12142        0.1272       0.13619       0.14737       0.14121        0.1529       0.16793       0.16523       0.18707        0.1881        0.2156       0.22048       0.24297       0.24464
    iter=34       22.169      8.4478        0.1114       0.11872       0.10857       0.11872       0.12592       0.13697        0.1299       0.14339       0.15354         0.166       0.18026       0.18078       0.19555        0.2138       0.21341
    iter=35       20.598      7.7499      0.096107       0.10099       0.10934       0.10009       0.10934       0.11628       0.11756       0.12784       0.14313       0.13568       0.15367       0.16523       0.18123       0.18528        0.1899
    iter=36       19.149      7.4108      0.082744      0.089426      0.095208      0.095464      0.095208       0.10189       0.11178       0.10561       0.11859       0.13105       0.13568       0.14981       0.15874       0.16677       0.18425
    iter=37       17.811      6.8569      0.071052      0.075421      0.078376      0.085314      0.080946      0.085314      0.094565       0.10279       0.10227       0.11756       0.11641        0.1308       0.14146        0.1538       0.15829
    iter=38       16.576      6.0792      0.061416      0.064628      0.070538      0.075549      0.080689      0.076834      0.082873      0.091481      0.092509       0.10356        0.1069       0.11744       0.12142       0.14043       0.13427
    iter=39       15.434      6.4539      0.062958      0.054478      0.058461      0.063343      0.068354      0.065913       0.07208      0.081845      0.083001      0.086471        0.1006       0.10626       0.11268       0.12604       0.12592
    iter=40       14.378      5.1578       0.05255      0.054092      0.052679      0.055377      0.058075      0.065399      0.063343      0.068354      0.076706       0.07632      0.087884      0.091738       0.10741       0.10587       0.10966
    iter=41         13.4      4.8805      0.045484      0.048824      0.045484      0.046897      0.052807      0.055891      0.053707      0.062187      0.070538      0.067712      0.074907      0.081717       0.09161      0.097392      0.095464
    iter=42       12.495      4.4871      0.040344      0.041629      0.041501      0.040216      0.042914      0.047796       0.04831      0.052422      0.056277      0.059746      0.069767      0.068611       0.07722      0.087113      0.091353
    iter=43       11.657      4.5651      0.032121      0.035719       0.03816      0.034434      0.037646      0.041758       0.04497      0.046512      0.049852       0.05255      0.057047      0.065784       0.06874      0.075421      0.083001
    iter=44        10.88      4.5121      0.029423      0.031736      0.032764      0.030451      0.033535      0.037004      0.040216      0.040858      0.044584      0.050238      0.052679      0.059103      0.062315      0.062187      0.078247
    iter=45       10.159      3.9396      0.025183      0.026982      0.028395      0.028652      0.029423      0.031993      0.033792      0.032764      0.039445      0.044199       0.04497      0.052165      0.058075      0.059874      0.060902
    iter=46       9.4895      3.7025      0.021457      0.021842      0.025312      0.025826      0.024284       0.02801      0.029423      0.029937      0.032892      0.039316      0.038674      0.044841      0.046769      0.056662      0.056533
    iter=47       8.8679       3.914      0.018373      0.018759      0.021714      0.025055      0.021457      0.022999      0.024926      0.026853      0.028909      0.032764      0.034563      0.040987      0.042914      0.052036      0.050238
    iter=48       8.2903      3.0146      0.015932      0.017474      0.017474      0.019273      0.017731      0.019787      0.024541      0.026596      0.026082      0.026725      0.030708      0.035719      0.036233      0.046897      0.043171
    iter=49       7.7533      2.7958      0.014904      0.016446      0.015161      0.017602      0.015804      0.017217      0.017602      0.021329      0.022999      0.024027      0.026468      0.034691       0.03649      0.038803      0.040601
    iter=50       7.2536      3.0397      0.011692      0.012206      0.012592      0.014005       0.01439      0.014647      0.016703      0.018887      0.019273      0.021393      0.023513      0.024926      0.028524      0.034434      0.035719
    iter=83      0.89537     0.33344             0             0    0.00012849    0.00012849    0.00012849    0.00012849             0    0.00012849    0.00012849    0.00025697             0    0.00012849    0.00012849    0.00025697    0.00025697
    iter=84      0.84148     0.36142    0.00012849             0    0.00012849    0.00012849    0.00012849    0.00012849             0    0.00012849             0             0    0.00025697             0    0.00025697             0             0
    iter=85      0.79085     0.23682             0             0             0             0             0    0.00025697             0             0             0             0             0    0.00012849             0             0    0.00025697
    iter=86      0.74328      0.2094             0             0             0    0.00012849             0    0.00012849             0             0             0             0             0             0             0    0.00025697             0
    iter=87      0.69858     0.40441             0             0             0             0             0             0    0.00012849             0             0             0             0    0.00012849             0    0.00038546             0
    iter=88      0.65658     0.14353             0             0             0             0             0             0             0             0    0.00012849    0.00012849             0             0             0             0             0
    iter=89      0.61711     0.15318             0             0    0.00012849             0             0             0             0    0.00012849    0.00012849             0             0    0.00025697             0    0.00012849             0
    iter=90      0.58002     0.16296             0    0.00012849             0             0             0             0             0             0             0             0    0.00012849             0             0             0    0.00012849
    iter=91      0.54517     0.27383             0             0             0             0             0             0             0             0             0             0             0             0             0             0    0.00012849
    iter=92      0.51242      0.3561             0             0             0             0             0             0    0.00012849             0    0.00012849             0    0.00012849    0.00012849             0             0             0
    iter=93      0.48163     0.16628             0             0             0             0             0             0             0             0             0    0.00012849             0             0    0.00012849    0.00012849             0
    iter=94       0.4527     0.10882             0             0             0             0             0             0             0             0             0             0             0             0    0.00012849             0             0
    iter=95      0.42552     0.14525             0             0             0             0             0    0.00012849             0             0             0    0.00012849             0             0             0             0             0
    iter=96      0.39996     0.16484    0.00012849             0             0             0             0             0             0             0    0.00012849             0             0             0             0             0             0
    iter=97      0.37594    0.083449    0.00012849             0             0             0             0             0             0             0             0             0             0    0.00012849             0             0             0
    iter=98      0.35337     0.13558             0             0    0.00012849             0             0             0    0.00012849             0             0             0    0.00012849             0             0             0             0
    iter=99      0.33216           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=100     0.31221     0.11904             0             0             0             0             0             0             0    0.00012849             0             0             0             0             0             0             0
    iter=101     0.29347           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=102     0.27586           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=103      0.2593           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=104     0.24373     0.14584             0             0             0             0             0             0             0    0.00012849             0             0             0             0    0.00012849             0             0
    iter=105      0.2291           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=106     0.21535    0.091996             0             0             0             0             0             0    0.00012849             0             0             0             0             0             0             0             0
    iter=107     0.20243           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=108     0.19028           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=109     0.17886           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=110     0.16813           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=111     0.15804           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=112     0.14855           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=113     0.13964           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=114     0.13126           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=115     0.12338           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=116     0.11598           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=117     0.10902           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=118     0.10248           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=119    0.096329           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=120    0.090548           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=121    0.085115           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=122    0.080008           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=123    0.075207           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=124    0.070695           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=125    0.066453           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=126    0.062465           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=127    0.058717           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=128    0.055194           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=129    0.051882           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=130    0.048769           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=131    0.045843           0             0             0             0             0             0             0             0             0             0             0             0             0             0             0             0
    iter=132    0.043093           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=-20,b=0             -50.542       -50.458       -50.362      -50.256      -50.141       -50.017       -49.418       -49.239       -49.046       -48.842       -48.631      -48.426 
    coh2:k=-19.99,b=0          -16.801       -16.606       -16.386      -16.153      -15.909       -15.656       -14.574       -14.288       -13.998       -13.707       -13.422      -13.159 
    coh3:k=-19.98,b=0          -10.941       -10.745       -10.526      -10.292      -10.048       -9.7953       -8.7132       -8.4271       -8.1369       -7.8458        -7.561      -7.2975 
    coh4:k=-19.97,b=0          -8.3443       -8.1484       -7.9292      -7.6953      -7.4512       -7.1986       -6.1162       -5.8301       -5.5398       -5.2486       -4.9638      -4.7002 
    coh5:k=-19.96,b=0          -6.7964       -6.6005       -6.3811      -6.1472      -5.9031       -5.6505       -4.5678       -4.2817       -3.9913          -3.7       -3.4151      -3.1514 
    coh6:k=-19.95,b=0          -5.7399       -5.5439       -5.3246      -5.0907      -4.8464       -4.5938       -3.5109       -3.2247       -2.9342       -2.6322       -2.3154       -2.003 
    coh7:k=-19.94,b=0            -4.96        -4.764       -4.5446      -4.3106      -4.0664       -3.8136       -2.7176       -2.3937       -2.0398       -1.6709       -1.3061      -0.9643 
    coh8:k=-19.93,b=0          -4.3537       -4.1577       -3.9383      -3.7043        -3.46       -3.2072        -1.982       -1.6258       -1.2611      -0.89138      -0.52599     -0.18418 
    coh9:k=-19.92,b=0           -3.865       -3.6689       -3.4495      -3.2154      -2.9679       -2.6902       -1.3758       -1.0197      -0.65497      -0.28528      0.080094      0.42189 
    coh10:k=-19.91,b=0         -3.4601        -3.264       -3.0436       -2.791      -2.5055       -2.2051      -0.88796       -0.5319      -0.16722       0.20239       0.56769      0.90941 
    coh11:k=-19.9,b=0          -3.1175       -2.9129        -2.663      -2.3896      -2.1021       -1.8021      -0.48522      -0.12899       0.23586       0.60565       0.97112        1.313 
    coh12:k=-19.89,b=0         -2.8025        -2.576        -2.321      -2.0472      -1.7592       -1.4588      -0.14136       0.21478       0.57954       0.94924        1.3146       1.6564 
    coh13:k=-19.88,b=0         -2.5083       -2.2818       -2.0269      -1.7533      -1.4655       -1.1652        0.1512        0.5075       0.87246        1.2423        1.6079       1.9499 
    coh14:k=-19.87,b=0         -2.2516       -2.0249       -1.7699      -1.4961      -1.2082      -0.90768       0.40972       0.76586        1.1306        1.5003        1.8657       2.2075 
    coh15:k=-19.86,b=0         -2.0256       -1.7991       -1.5443      -1.2708     -0.98307      -0.68273        0.6355       0.99185        1.3568        1.7267        2.0929       2.4382 
    coh16:k=-19.85,b=0         -1.8237        -1.597       -1.3419      -1.0681     -0.78011      -0.47959       0.83796        1.1941        1.5606        1.9365        2.3113       2.6619 
    coh17:k=-19.84,b=0         -1.6426       -1.4159       -1.1608     -0.88695     -0.59891      -0.29837        1.0205        1.3833        1.7582         2.138         2.513       2.8637 
    coh18:k=-19.83,b=0         -1.4782       -1.2515      -0.99647     -0.72269     -0.43469      -0.13419        1.1979        1.5642        1.9391        2.3188        2.6938       3.0444 
    coh19:k=-19.82,b=0         -1.3299        -1.103      -0.84783     -0.57386     -0.28566      0.015043        1.3619        1.7283        2.1033        2.4831        2.8581       3.2088 
    coh20:k=-19.81,b=0         -1.1923      -0.96561      -0.71054     -0.43672     -0.14869       0.15495        1.5111        1.8774        2.2524        2.6323        3.0077       3.3599 
    coh21:k=-19.8,b=0          -1.0668      -0.84001      -0.58484     -0.31088    -0.018311       0.29101        1.6477        2.0142        2.3898        2.7724        3.1522       3.5074 
    coh22:k=-19.79,b=0        -0.95059      -0.72371      -0.46832     -0.18918      0.10734        0.4168        1.7738         2.143        2.5233        2.9086        3.2888       3.6441 
    coh23:k=-19.78,b=0        -0.84261      -0.61543      -0.35492    -0.073053      0.22352       0.53304        1.8962        2.2682        2.6489        3.0342        3.4145       3.7698 
    coh24:k=-19.77,b=0        -0.74158      -0.50961      -0.24711     0.034747      0.33132       0.64083        2.0123        2.3845        2.7652        3.1505        3.5308       3.8863 
    coh25:k=-19.76,b=0        -0.64255      -0.40932      -0.14689       0.1349      0.43155       0.74177        2.1202        2.4924        2.8731        3.2592        3.6417       3.9998 
    coh26:k=-19.75,b=0        -0.54904      -0.31581     -0.053207      0.22877      0.52649       0.84084        2.2206        2.5936        2.9771        3.3658        3.7493       4.1074 
    coh27:k=-19.74,b=0        -0.46103      -0.22775      0.034754      0.31811      0.61966       0.93454        2.3171         2.693        3.0773         3.466        3.8496       4.2079 
    coh28:k=-19.73,b=0        -0.37866      -0.14527       0.11895      0.40568      0.70746        1.0224        2.4106        2.7866         3.171        3.5599        3.9435       4.3022 
    coh29:k=-19.72,b=0        -0.30088      -0.06576       0.20132      0.48814      0.78991         1.105        2.4985        2.8745        3.2591         3.649        4.0345       4.3947 
    coh30:k=-19.7099,b=0      -0.22553      0.011829        0.2789      0.56574       0.8679        1.1857        2.5811        2.9583        3.3451        3.7363        4.1222       4.4825 
    coh31:k=-19.6999,b=0      -0.15234      0.085046       0.35228      0.63965      0.94458        1.2633        2.6618        3.0405        3.4276        3.8189        4.2048       4.5651 
    coh32:k=-19.6899,b=0     -0.082896       0.15454       0.42234      0.71241       1.0179        1.3367        2.7395        3.1182        3.5053        3.8967        4.2832       4.6445 
    coh33:k=-19.6799,b=0     -0.017164       0.22109       0.49138      0.78176       1.0873        1.4064        2.8128        3.1918        3.5798        3.9728        4.3603        4.722 
    coh34:k=-19.6699,b=0      0.046311       0.28663       0.55707      0.84746       1.1538        1.4752        2.8833         3.264        3.6529         4.046        4.4336       4.7953 
    coh35:k=-19.6599,b=0       0.10861       0.34894       0.61953      0.91107       1.2193         1.541        2.9524        3.3333        3.7223        4.1155        4.5031       4.8653 
    coh36:k=-19.6499,b=0       0.16799       0.40846       0.68035      0.97344       1.2818        1.6034        3.0181        3.3991        3.7885        4.1827        4.5714       4.9342 
    coh37:k=-19.6399,b=0       0.22471       0.46668       0.73972       1.0328       1.3414        1.6647        3.0811        3.4633        3.8537        4.2483        4.6371            5 
    coh38:k=-19.6299,b=0       0.28057       0.52326       0.79627       1.0899       1.4002         1.724        3.1432        3.5257        3.9162        4.3108        4.6996       5.0627 
    coh39:k=-19.6199,b=0       0.33447       0.57724       0.85106       1.1462       1.4567        1.7807        3.2026        3.5851        3.9759        4.3711        4.7608       5.1244 
    coh40:k=-19.6099,b=0       0.38615       0.62991       0.90492       1.2002        1.511        1.8362        3.2596        3.6431        4.0348        4.4305        4.8202       5.1839 
    coh41:k=-19.5999,b=0       0.43692       0.68141       0.95655       1.2523       1.5645        1.8902        3.3158        3.6996        4.0913         4.487        4.8768       5.2407 
    coh42:k=-19.5899,b=0       0.48625       0.73084        1.0067       1.3037        1.616        1.9418        3.3699        3.7537        4.1457         4.542        4.9325       5.2967 
    coh43:k=-19.5799,b=0       0.53366       0.77927         1.056       1.3531       1.6658        1.9927        3.4221        3.8067        4.1994        4.5959        4.9864       5.3507 
    coh44:k=-19.5699,b=0       0.58045       0.82656        1.1033       1.4011       1.7149        2.0421        3.4735        3.8583         4.251        4.6475        5.0381       5.4026 
    coh45:k=-19.5599,b=0       0.62582       0.87205        1.1499       1.4483       1.7622        2.0897        3.5229        3.9079        4.3009         4.698        5.0891       5.4539 
    coh46:k=-19.5499,b=0       0.66977       0.91702        1.1952       1.4938       1.8083        2.1368        3.5712        3.9567        4.3501        4.7473        5.1384       5.5032 
    coh47:k=-19.5399,b=0       0.71317       0.96058         1.239       1.5386       1.8536        2.1822        3.6184         4.004        4.3975        4.7947         5.186        5.551 
    coh48:k=-19.5299,b=0       0.75511        1.0031        1.2824       1.5821       1.8974        2.2266        3.6639        4.0499        4.4439        4.8415         5.233       5.5981 
    coh49:k=-19.5199,b=0       0.79643        1.0449        1.3243       1.6245       1.9405        2.2701        3.7089        4.0952        4.4892        4.8869        5.2784       5.6436 
    coh50:k=-19.5099,b=0        0.8367        1.0854        1.3655       1.6663       1.9824        2.3122        3.7525        4.1388        4.5329        4.9308        5.3226        5.688 
    coh7734:k=57.3435,b=0       17.157        17.188        17.224       17.263       17.307        17.354        17.592        17.666        17.747        17.834        17.926       18.016 
    coh7735:k=57.3535,b=0       17.157        17.188        17.224       17.264       17.307        17.355        17.593        17.667        17.747        17.835        17.926       18.017 
    coh7736:k=57.3635,b=0       17.157        17.188        17.224       17.264       17.307        17.355        17.593        17.667        17.747        17.835        17.926       18.017 
    coh7737:k=57.3735,b=0       17.157        17.188        17.224       17.264       17.307        17.355        17.593        17.667        17.748        17.835        17.927       18.018 
    coh7738:k=57.3835,b=0       17.158        17.188        17.224       17.264       17.307        17.355        17.593        17.667        17.748        17.836        17.927       18.018 
    coh7739:k=57.3935,b=0       17.158        17.189        17.225       17.264       17.308        17.356        17.594        17.668        17.749        17.836        17.928       18.019 
    coh7740:k=57.4035,b=0       17.159        17.189        17.225       17.265       17.309        17.356        17.594        17.669        17.749        17.837        17.929       18.019 
    coh7741:k=57.4135,b=0       17.159         17.19        17.226       17.266       17.309        17.357        17.595        17.669         17.75        17.837        17.929        18.02 
    coh7742:k=57.4236,b=0        17.16        17.191        17.226       17.266        17.31        17.357        17.596         17.67        17.751        17.838         17.93        18.02 
    coh7743:k=57.4336,b=0        17.16        17.191        17.227       17.267        17.31        17.358        17.596         17.67        17.751        17.838         17.93       18.021 
    coh7744:k=57.4436,b=0       17.161        17.192        17.228       17.267       17.311        17.359        17.597        17.671        17.752        17.839        17.931       18.021 
    coh7745:k=57.4536,b=0       17.162        17.193        17.228       17.268       17.312        17.359        17.597        17.671        17.752        17.839        17.931       18.022 
    coh7746:k=57.4636,b=0       17.162        17.193        17.229       17.269       17.312         17.36        17.598        17.672        17.753         17.84        17.932       18.022 
    coh7747:k=57.4736,b=0       17.163        17.194         17.23       17.269       17.313         17.36        17.598        17.672        17.753        17.841        17.932       18.023 
    coh7748:k=57.4836,b=0       17.164        17.194         17.23        17.27       17.313        17.361        17.599        17.673        17.754        17.841        17.933       18.023 
    coh7749:k=57.4936,b=0       17.164        17.195        17.231       17.271       17.314        17.362          17.6        17.674        17.754        17.842        17.933       18.024 
    coh7750:k=57.5036,b=0       17.165        17.196        17.231       17.271       17.315        17.362          17.6        17.674        17.755        17.842        17.934       18.024 
    coh7751:k=57.5136,b=0       17.165        17.196        17.232       17.272       17.315        17.363        17.601        17.675        17.756        17.843        17.934       18.025 
    coh7752:k=57.5236,b=0       17.166        17.197        17.232       17.272       17.316        17.363        17.601        17.675        17.756        17.843        17.935       18.025 
    coh7753:k=57.5336,b=0       17.166        17.197        17.232       17.272       17.316        17.363        17.601        17.675        17.756        17.843        17.935       18.025 
    coh7754:k=57.5436,b=0       17.166        17.197        17.232       17.272       17.316        17.363        17.601        17.675        17.756        17.843        17.935       18.026 
    coh7755:k=57.5536,b=0       17.166        17.197        17.232       17.272       17.316        17.363        17.601        17.675        17.756        17.844        17.936       18.026 
    coh7756:k=57.5636,b=0       17.166        17.197        17.233       17.272       17.316        17.364        17.602        17.676        17.757        17.844        17.936       18.027 
    coh7757:k=57.5736,b=0       17.167        17.197        17.233       17.273       17.317        17.364        17.602        17.677        17.757        17.845        17.937       18.027 
    coh7758:k=57.5836,b=0       17.167        17.198        17.234       17.274       17.317        17.365        17.603        17.677        17.758        17.845        17.937       18.028 
    coh7759:k=57.5936,b=0       17.168        17.199        17.235       17.274       17.318        17.365        17.604        17.678        17.759        17.846        17.938       18.028 
    coh7760:k=57.6036,b=0       17.169        17.199        17.235       17.275       17.318        17.366        17.604        17.678        17.759        17.846        17.938       18.029 
    coh7761:k=57.6136,b=0       17.169          17.2        17.236       17.276       17.319        17.367        17.605        17.679         17.76        17.847        17.939       18.029 
    coh7762:k=57.6236,b=0        17.17        17.201        17.236       17.276        17.32        17.367        17.605        17.679         17.76        17.848        17.939        18.03 
    coh7763:k=57.6336,b=0        17.17        17.201        17.237       17.277        17.32        17.368        17.606         17.68        17.761        17.848         17.94        18.03 
    coh7764:k=57.6436,b=0       17.171        17.202        17.238       17.277       17.321        17.368        17.607        17.681        17.761        17.849         17.94       18.031 
    coh7765:k=57.6536,b=0       17.172        17.202        17.238       17.278       17.322        17.369        17.607        17.681        17.762        17.849        17.941       18.031 
    coh7766:k=57.6636,b=0       17.172        17.203        17.239       17.279       17.322         17.37        17.608        17.682        17.763         17.85        17.941       18.032 
    coh7767:k=57.6736,b=0       17.173        17.204        17.239       17.279       17.323         17.37        17.608        17.682        17.763         17.85        17.942       18.032 
    coh7768:k=57.6836,b=0       17.174        17.204         17.24        17.28       17.323        17.371        17.609        17.683        17.764        17.851        17.942       18.033 
    coh7769:k=57.6936,b=0       17.174        17.205        17.241        17.28       17.324        17.371        17.609        17.683        17.764        17.851        17.943       18.033 
    coh7770:k=57.7036,b=0       17.174        17.205        17.241        17.28       17.324        17.371        17.609        17.683        17.764        17.851        17.943       18.033 
    coh7771:k=57.7136,b=0       17.174        17.205        17.241        17.28       17.324        17.371        17.609        17.683        17.764        17.851        17.943       18.034 
    coh7772:k=57.7236,b=0       17.174        17.205        17.241        17.28       17.324        17.371        17.609        17.683        17.764        17.852        17.943       18.034 
    coh7773:k=57.7336,b=0       17.174        17.205        17.241        17.28       17.324        17.372         17.61        17.684        17.765        17.852        17.944       18.035 
    coh7774:k=57.7436,b=0       17.174        17.205        17.241       17.281       17.324        17.372         17.61        17.684        17.765        17.853        17.944       18.035 
    coh7775:k=57.7536,b=0       17.175        17.206        17.242       17.282       17.325        17.373        17.611        17.685        17.766        17.853        17.945       18.036 
    coh7776:k=57.7636,b=0       17.176        17.207        17.242       17.282       17.326        17.373        17.611        17.686        17.766        17.854        17.946       18.036 
    coh7777:k=57.7736,b=0       17.176        17.207        17.243       17.283       17.326        17.374        17.612        17.686        17.767        17.854        17.946       18.037 
    coh7778:k=57.7836,b=0       17.177        17.208        17.244       17.283       17.327        17.374        17.613        17.687        17.768        17.855        17.947       18.037 
    coh7779:k=57.7936,b=0       17.178        17.208        17.244       17.284       17.328        17.375        17.613        17.687        17.768        17.855        17.947       18.038 
    coh7780:k=57.8036,b=0       17.178        17.209        17.245       17.285       17.328        17.376        17.614        17.688        17.769        17.856        17.948       18.038 
    coh7781:k=57.8136,b=0       17.179         17.21        17.245       17.285       17.329        17.376        17.614        17.688        17.769        17.857        17.948       18.039 
    coh7782:k=57.8236,b=0       17.179         17.21        17.246       17.286       17.329        17.377        17.615        17.689         17.77        17.857        17.949       18.039 
    coh7783:k=57.8336,b=0        17.18        17.211        17.247       17.286        17.33        17.377        17.615         17.69         17.77        17.858        17.949        18.04 

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=-20,b=0              -1.86         -2.22        -2.62        -3.14         -3.74         -4.46       -9.0714       -10.831        -12.94        -15.42         -18.3       -19.98  
    coh2:k=-19.99,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh3:k=-19.98,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh4:k=-19.97,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh5:k=-19.96,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh6:k=-19.95,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh7:k=-19.94,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh8:k=-19.93,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh9:k=-19.92,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh10:k=-19.91,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh11:k=-19.9,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh12:k=-19.89,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh13:k=-19.88,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh14:k=-19.87,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh15:k=-19.86,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh16:k=-19.85,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh17:k=-19.84,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh18:k=-19.83,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh19:k=-19.82,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh20:k=-19.81,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh21:k=-19.8,b=0             -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh22:k=-19.79,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh23:k=-19.78,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh24:k=-19.77,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh25:k=-19.76,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh26:k=-19.75,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh27:k=-19.74,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh28:k=-19.73,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh29:k=-19.72,b=0            -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh30:k=-19.7099,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh31:k=-19.6999,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh32:k=-19.6899,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh33:k=-19.6799,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh34:k=-19.6699,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh35:k=-19.6599,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh36:k=-19.6499,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh37:k=-19.6399,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh38:k=-19.6299,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh39:k=-19.6199,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh40:k=-19.6099,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh41:k=-19.5999,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh42:k=-19.5899,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh43:k=-19.5799,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh44:k=-19.5699,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh45:k=-19.5599,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh46:k=-19.5499,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh47:k=-19.5399,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh48:k=-19.5299,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh49:k=-19.5199,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh50:k=-19.5099,b=0          -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20          -20  
    coh7734:k=57.3435,b=0      48.106        47.826       47.406       46.846        46.286        45.446        40.826        39.007        36.907        34.387        31.587       28.941  
    coh7735:k=57.3535,b=0      48.115        47.835       47.415       46.855        46.295        45.455        40.835        39.015        36.915        34.395        31.595       28.375  
    coh7736:k=57.3635,b=0      48.124        47.844       47.424       46.864        46.304        45.464        40.844        39.024        36.924        34.404        31.486       28.273  
    coh7737:k=57.3735,b=0      48.133        47.853       47.433       46.873        46.313        45.473        40.853        38.899        36.803        34.288        31.493       28.279  
    coh7738:k=57.3835,b=0      48.142        47.862       47.442       46.882        46.174        45.335        40.723        38.907         36.81        34.295        31.602       28.285  
    coh7739:k=57.3935,b=0      47.999         47.72       47.301       46.741        46.182        45.344        40.731        38.914        36.818        34.302        31.735       28.291  
    coh7740:k=57.4035,b=0      48.008        47.729       47.309        46.75        46.191        45.352        40.739        38.922        36.825        34.309        31.868       28.298  
    coh7741:k=57.4135,b=0      48.017        47.737       47.318       46.759        46.199        45.361        40.747        38.929        36.832        34.316         31.69       28.304  
    coh7742:k=57.4236,b=0      48.026        47.746       47.327       46.767        46.208        45.369        40.755        38.937         36.84        34.323        31.386       28.359  
    coh7743:k=57.4336,b=0      48.035        47.755       47.335       46.776        46.217        45.378        40.763        38.945        36.847         34.33        31.393       28.456  
    coh7744:k=57.4436,b=0      48.043        47.764       47.344       46.785        46.225        45.386         40.77        38.952        36.854        34.337          31.4       28.463  
    coh7745:k=57.4536,b=0      48.052        47.772       47.353       46.793        46.234        45.394        40.778         38.96        36.862        34.344        31.406       28.477  
    coh7746:k=57.4636,b=0      48.061        47.781       47.361       46.802        46.242        45.403        40.786        38.968        36.869        34.351        31.413       28.609  
    coh7747:k=57.4736,b=0       48.07         47.79        47.37        46.81        46.251        45.411        40.794        38.975        36.876        34.358         31.42       28.742  
    coh7748:k=57.4836,b=0      48.079        47.799       47.379       46.819        46.259         45.42        40.802        38.983        36.884        34.365        31.426       28.982  
    coh7749:k=57.4936,b=0      48.087        47.807       47.388       46.828        46.268        45.428         40.81         38.99        36.891        34.372        31.527       29.335  
    coh7750:k=57.5036,b=0      48.096        47.816       47.396       46.836        46.276        45.437        40.818        38.998        36.898        34.379        31.579        29.64  
    coh7751:k=57.5136,b=0      48.105        47.825       47.405       46.845        46.285        45.445        40.825        39.006        36.906        34.386        31.586       29.101  
    coh7752:k=57.5236,b=0      48.114        47.834       47.414       46.854        46.294        45.454        40.834        39.014        36.914        34.394        31.594       28.374  
    coh7753:k=57.5336,b=0      48.123        47.843       47.423       46.863        46.303        45.463        40.843        39.023        36.923        34.403        31.603       28.272  
    coh7754:k=57.5436,b=0      48.132        47.852       47.432       46.872        46.312        45.472        40.852        39.032        36.932        34.286        31.492       28.278  
    coh7755:k=57.5536,b=0      48.141        47.861       47.441       46.881        46.321        45.481        40.722        38.905        36.809        34.293        31.579       28.284  
    coh7756:k=57.5636,b=0      47.998        47.718       47.299        46.74        46.181        45.342         40.73        38.913        36.816          34.3        31.712        28.29  
    coh7757:k=57.5736,b=0      48.007        47.727       47.308       46.749        46.189        45.351        40.738         38.92        36.824        34.307        31.845       28.297  
    coh7758:k=57.5836,b=0      48.015        47.736       47.316       46.757        46.198        45.359        40.746        38.928        36.831        34.314         31.78       28.303  
    coh7759:k=57.5936,b=0      48.024        47.745       47.325       46.766        46.206        45.368        40.753        38.936        36.838        34.321        31.385       28.335  
    coh7760:k=57.6036,b=0      48.033        47.753       47.334       46.774        46.215        45.376        40.761        38.943        36.846        34.328        31.392       28.455  
    coh7761:k=57.6136,b=0      48.042        47.762       47.342       46.783        46.224        45.384        40.769        38.951        36.853        34.335        31.398       28.461  
    coh7762:k=57.6236,b=0      48.051        47.771       47.351       46.792        46.232        45.393        40.777        38.958         36.86        34.342        31.405       28.468  
    coh7763:k=57.6336,b=0      48.059        47.779        47.36         46.8        46.241        45.401        40.785        38.966        36.868        34.349        31.412       28.584  
    coh7764:k=57.6436,b=0      48.068        47.788       47.368       46.809        46.249         45.41        40.793        38.974        36.875        34.356        31.418       28.716  
    coh7765:k=57.6536,b=0      48.077        47.797       47.377       46.817        46.258        45.418          40.8        38.981        36.882        34.363        31.425       28.931  
    coh7766:k=57.6636,b=0      48.086        47.806       47.386       46.826        46.266        45.427        40.808        38.989         36.89         34.37          31.5       29.258  
    coh7767:k=57.6736,b=0      48.094        47.814       47.395       46.835        46.275        45.435        40.816        38.996        36.897        34.377        31.578       29.588  
    coh7768:k=57.6836,b=0      48.103        47.823       47.403       46.843        46.283        45.443        40.824        39.004        36.904        34.384        31.585       29.356  
    coh7769:k=57.6936,b=0      48.112        47.832       47.412       46.852        46.292        45.452        40.832        39.012        36.912        34.392        31.592       28.372  
    coh7770:k=57.7036,b=0      48.121        47.841       47.421       46.861        46.301        45.461        40.841        39.021        36.921        34.401        31.601       28.381  
    coh7771:k=57.7136,b=0       48.13         47.85        47.43        46.87         46.31         45.47         40.85         39.03         36.93         34.41         31.61       28.276  
    coh7772:k=57.7236,b=0      48.139        47.859       47.439       46.879        46.319        45.479        40.859        39.039        36.807        34.292        31.546       28.283  
    coh7773:k=57.7336,b=0      48.148        47.868       47.448       46.888        46.328        45.488        40.728        38.911        36.814        34.299        31.679       28.289  
    coh7774:k=57.7436,b=0      48.004        47.725       47.306       46.746        46.187        45.349        40.736        38.919        36.822        34.306        31.811       28.295  
    coh7775:k=57.7536,b=0      48.013        47.734       47.314       46.755        46.196        45.357        40.744        38.926        36.829        34.313        31.908       28.301  
    coh7776:k=57.7636,b=0      48.022        47.742       47.323       46.764        46.204        45.365        40.751        38.934        36.836         34.32        31.412       28.307  
    coh7777:k=57.7736,b=0      48.031        47.751       47.331       46.772        46.213        45.374        40.759        38.941        36.844        34.327         31.39       28.432  
    coh7778:k=57.7836,b=0      48.039         47.76        47.34       46.781        46.221        45.382        40.767        38.949        36.851        34.334        31.397        28.46  
    coh7779:k=57.7936,b=0      48.048        47.768       47.349       46.789         46.23        45.391        40.775        38.956        36.858        34.341        31.403       28.466  
    coh7780:k=57.8036,b=0      48.057        47.777       47.357       46.798        46.238        45.399        40.783        38.964        36.866        34.348         31.41       28.549  
    coh7781:k=57.8136,b=0      48.066        47.786       47.366       46.806        46.247        45.407         40.79        38.972        36.873        34.355        31.417       28.681  
    coh7782:k=57.8236,b=0      48.074        47.795       47.375       46.815        46.255        45.416        40.798        38.979         36.88        34.362        31.423       28.861  
    coh7783:k=57.8336,b=0      48.083        47.803       47.383       46.824        46.264        45.424        40.806        38.987        36.888        34.369        31.464       29.153  

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=-20,b=0                 1.86          2.22          2.62          3.14          3.74          4.46        9.0714        10.831         12.94         15.42          18.3         19.98
    coh2:k=-19.99,b=0        9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06    9.9917e-06
    coh3:k=-19.98,b=0        1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05    1.9983e-05
    coh4:k=-19.97,b=0        2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05    2.9975e-05
    coh5:k=-19.96,b=0        3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05    3.9967e-05
    coh6:k=-19.95,b=0        4.9959e-05    4.9959e-05    4.9959e-05    4.9959e-05    4.9959e-05    4.9959e-05    4.9959e-05    4.9959e-05    4.9959e-05     0.0027477     0.0051458      0.007244
    coh7:k=-19.94,b=0         5.995e-05     5.995e-05     5.995e-05     5.995e-05     5.995e-05     5.995e-05     0.0037769     0.0070142     0.0098918     0.0098918      0.010012      0.010012
    coh8:k=-19.93,b=0        6.9942e-05    6.9942e-05    6.9942e-05    6.9942e-05    6.9942e-05    6.9942e-05      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002
    coh9:k=-19.92,b=0        7.9934e-05    7.9934e-05    7.9934e-05    7.9934e-05     0.0027977     0.0075937     0.0099917     0.0099917     0.0099917     0.0099917     0.0099917     0.0099917
    coh10:k=-19.91,b=0       8.9926e-05    8.9926e-05     0.0018884     0.0074638     0.0099818     0.0099818     0.0099818     0.0099818     0.0099818     0.0099818     0.0099818     0.0099818
    coh11:k=-19.9,b=0        9.9917e-05     0.0058951     0.0098918     0.0098918     0.0098918     0.0098918      0.010092      0.010092      0.010092      0.010092      0.010092      0.010092
    coh12:k=-19.89,b=0        0.0097819      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002
    coh13:k=-19.88,b=0        0.0099518     0.0099518     0.0099518     0.0099518     0.0099518     0.0099518     0.0099518      0.010192      0.010192      0.010192      0.010192      0.010192
    coh14:k=-19.87,b=0         0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002      0.010002
    coh15:k=-19.86,b=0        0.0099318     0.0099318     0.0099318     0.0099318     0.0099318      0.010212      0.010212      0.010212      0.010212      0.010212       0.01217      0.015527
    coh16:k=-19.85,b=0         0.010042      0.010042      0.010042      0.010042      0.010042      0.010042      0.010042      0.010042      0.013938      0.018435      0.019934      0.019934
    coh17:k=-19.84,b=0         0.010072      0.010072      0.010072      0.010072      0.010072      0.010072      0.013589      0.019024      0.019983      0.019983      0.019983      0.019983
    coh18:k=-19.83,b=0         0.010022      0.010022      0.010022      0.010022      0.010022      0.010022      0.019874      0.019874      0.019874      0.019874      0.019874      0.020213
    coh19:k=-19.82,b=0         0.010252      0.010252      0.010252      0.010252      0.010252      0.010252      0.019964      0.019964      0.019964      0.019964      0.019964      0.019964
    coh20:k=-19.81,b=0         0.010062      0.010062      0.010062      0.010062      0.010062      0.017276      0.019934      0.019934      0.019934      0.020313      0.021452      0.025249
    coh21:k=-19.8,b=0          0.010192      0.010192      0.010192      0.010991      0.019384      0.019784      0.020183      0.020183      0.022981      0.027377      0.029775      0.029775
    coh22:k=-19.79,b=0         0.010282      0.010282       0.01238      0.019934      0.019934      0.019934      0.022032      0.027487      0.030005      0.030005      0.030005      0.030005
    coh23:k=-19.78,b=0         0.010331      0.012969      0.020003      0.020003      0.020003      0.020003      0.029675      0.029675      0.030115      0.030115      0.030115      0.030115
    coh24:k=-19.77,b=0         0.014018      0.019993      0.019993      0.019993      0.019993      0.019993      0.030105      0.030105      0.030105      0.030105      0.030105      0.032403
    coh25:k=-19.76,b=0         0.019904      0.019904      0.019904      0.019904      0.020383       0.02422      0.029975      0.029975      0.029975      0.034771      0.039088      0.039567
    coh26:k=-19.75,b=0         0.019734      0.020233      0.020233      0.020233      0.025729      0.029725      0.030225      0.035221      0.039717      0.039717      0.039717      0.039717
    coh27:k=-19.74,b=0         0.020003      0.020003      0.020003      0.027277      0.029875      0.029875      0.039228      0.039747      0.039747      0.039747      0.040267      0.040267
    coh28:k=-19.73,b=0         0.020233      0.020233      0.028327      0.029945      0.029945      0.029945      0.039657      0.040197      0.040197      0.040197      0.040736      0.043974
    coh29:k=-19.72,b=0         0.020423      0.028816      0.029935      0.029935      0.029935      0.031614      0.040007      0.040007      0.042245      0.046721      0.049519      0.049519
    coh30:k=-19.7099,b=0       0.029845      0.029845      0.029845      0.030425      0.033322      0.039697      0.041436      0.047231      0.049549      0.050129      0.050129      0.050129
    coh31:k=-19.6999,b=0       0.029675      0.030275      0.030275      0.035071      0.039867      0.039867      0.049459      0.050059      0.050059      0.050059      0.050059      0.050059
    coh32:k=-19.6899,b=0       0.030045      0.030045       0.03624      0.039957      0.039957      0.039957      0.049869      0.049869      0.050488      0.051727      0.055444      0.058542
    coh33:k=-19.6799,b=0       0.030375       0.03677      0.039967      0.039967      0.039967      0.044443      0.050199      0.052756      0.057233      0.059791      0.059791      0.059791
    coh34:k=-19.6699,b=0       0.037919      0.039897      0.039897      0.040557      0.046492      0.049789      0.057702      0.059681      0.059681      0.059681       0.06034       0.06034
    coh35:k=-19.6599,b=0       0.039747      0.039747      0.040427       0.04858      0.049939      0.049939       0.06013       0.06013       0.06013       0.06013      0.062848      0.065566
    coh36:k=-19.6499,b=0       0.040217      0.040916      0.049309      0.050009      0.050009      0.051408        0.0605        0.0605      0.064697      0.068893      0.069593      0.069593
    coh37:k=-19.6399,b=0       0.042805      0.049999      0.049999      0.049999      0.054315      0.059351      0.065826      0.069423      0.069423      0.070142      0.070142      0.070142
    coh38:k=-19.6299,b=0       0.049909      0.049909      0.049909      0.055824      0.059521       0.06026      0.069872      0.069872      0.069872      0.069872      0.071351      0.074309
    coh39:k=-19.6199,b=0       0.049739      0.050498      0.058092      0.059611       0.06037       0.06113      0.070242      0.070242      0.074798      0.077836      0.079354      0.079354
    coh40:k=-19.6099,b=0       0.051827      0.059621      0.059621        0.0604      0.064297      0.069752      0.075987      0.079884      0.079884      0.079884      0.079884      0.079884
    coh41:k=-19.5999,b=0       0.059551       0.06035       0.06035      0.066745      0.069942      0.069942      0.079534      0.080334      0.080334      0.080334      0.081133      0.083531
    coh42:k=-19.5899,b=0        0.06022       0.06104      0.068414      0.070052      0.070052       0.07251      0.079884      0.081523      0.085619      0.088897      0.089716      0.089716
    coh43:k=-19.5799,b=0       0.063368      0.069243      0.070082      0.070082      0.075957      0.079315      0.086868      0.089386      0.089386      0.090225      0.090225      0.090225
    coh44:k=-19.5699,b=0       0.070032      0.070032      0.070891      0.078625      0.079484      0.080344      0.089796      0.089796      0.089796      0.090655      0.093233      0.094952
    coh45:k=-19.5599,b=0       0.069902      0.073419      0.079574      0.079574      0.080454      0.085729      0.090126      0.093643       0.09716      0.099798      0.099798      0.099798
    coh46:k=-19.5499,b=0       0.076887      0.079584      0.080484      0.082282      0.089476      0.089476      0.099368      0.099368       0.10027       0.10027       0.10027       0.10027
    coh47:k=-19.5399,b=0       0.079514      0.080434      0.085949      0.089626      0.089626      0.090545      0.099738       0.10066       0.10066       0.10341       0.10525       0.10709
    coh48:k=-19.5299,b=0       0.082182      0.088757      0.089696      0.090635      0.093453      0.099088       0.10378       0.10754       0.10942       0.10942       0.10942       0.10942
    coh49:k=-19.5199,b=0       0.089686      0.089686      0.091604       0.09736      0.099278       0.10024       0.10983       0.10983       0.10983       0.10983       0.10983       0.11079
    coh50:k=-19.5099,b=0       0.090575      0.094492      0.099388       0.10037       0.10037       0.10526       0.11016       0.11114       0.11408       0.11701       0.11897       0.11897
    coh7734:k=57.3435,b=0        1.8899        2.1699        2.5898        3.1498        3.7098        4.5497        9.1695        10.989        13.089        15.609        18.409        21.055
    coh7735:k=57.3535,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99         13.09         15.61         18.41         21.63
    coh7736:k=57.3635,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99         13.09         15.61        18.373        21.587
    coh7737:k=57.3735,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17        10.969        13.065        15.581        18.375        21.589
    coh7738:k=57.3835,b=0          1.89          2.17          2.59          3.15        3.7035         4.542        9.1539        10.971        13.067        15.583        18.275        21.592
    coh7739:k=57.3935,b=0        1.8869        2.1665        2.5858        3.1449         3.704        4.5426        9.1551        10.972        13.069        15.585        18.151        21.595
    coh7740:k=57.4035,b=0        1.8872        2.1668        2.5861        3.1453        3.7045        4.5432        9.1563        10.974         13.07        15.587        18.027        21.598
    coh7741:k=57.4135,b=0        1.8874         2.167        2.5865        3.1457        3.7049        4.5438        9.1575        10.975        13.072        15.589        18.214          21.6
    coh7742:k=57.4236,b=0        1.8877        2.1673        2.5868        3.1461        3.7054        4.5444        9.1587        10.976        13.074        15.591        18.527        21.555
    coh7743:k=57.4336,b=0        1.8879        2.1676        2.5871        3.1465        3.7059         4.545        9.1598        10.978        13.076        15.593        18.529        21.466
    coh7744:k=57.4436,b=0        1.8882        2.1679        2.5875        3.1469        3.7064        4.5455         9.161        10.979        13.077        15.595        18.532        21.469
    coh7745:k=57.4536,b=0        1.8884        2.1682        2.5878        3.1473        3.7068        4.5461        9.1622        10.981        13.079        15.597        18.534        21.464
    coh7746:k=57.4636,b=0        1.8886        2.1684        2.5881        3.1477        3.7073        4.5467        9.1634        10.982        13.081        15.599        18.537         21.34
    coh7747:k=57.4736,b=0        1.8889        2.1687        2.5885        3.1481        3.7078        4.5473        9.1646        10.984        13.082        15.601        18.539        21.217
    coh7748:k=57.4836,b=0        1.8891         2.169        2.5888        3.1485        3.7083        4.5479        9.1658        10.985        13.084        15.603        18.541        20.986
    coh7749:k=57.4936,b=0        1.8894        2.1693        2.5891         3.149        3.7088        4.5485        9.1669        10.986        13.086        15.605         18.45        20.642
    coh7750:k=57.5036,b=0        1.8896        2.1696        2.5895        3.1494        3.7092        4.5491        9.1681        10.988        13.087        15.607        18.406        20.346
    coh7751:k=57.5136,b=0        1.8899        2.1698        2.5898        3.1498        3.7097        4.5497        9.1693        10.989        13.089        15.609        18.409        20.894
    coh7752:k=57.5236,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99         13.09         15.61         18.41         21.63
    coh7753:k=57.5336,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99         13.09         15.61         18.41        21.586
    coh7754:k=57.5436,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99         13.09         15.58        18.375        21.589
    coh7755:k=57.5536,b=0          1.89          2.17          2.59          3.15          3.71          4.55        9.1537         10.97        13.067        15.582        18.296        21.592
    coh7756:k=57.5636,b=0        1.8869        2.1664        2.5857        3.1448        3.7039        4.5425        9.1549        10.972        13.068        15.584        18.173        21.594
    coh7757:k=57.5736,b=0        1.8871        2.1667        2.5861        3.1452        3.7044        4.5431        9.1561        10.973         13.07        15.586        18.049        21.597
    coh7758:k=57.5836,b=0        1.8874         2.167        2.5864        3.1456        3.7048        4.5437        9.1573        10.975        13.072        15.588        18.123          21.6
    coh7759:k=57.5936,b=0        1.8876        2.1673        2.5867         3.146        3.7053        4.5443        9.1584        10.976        13.074         15.59        18.527        21.577
    coh7760:k=57.6036,b=0        1.8879        2.1675        2.5871        3.1464        3.7058        4.5449        9.1596        10.978        13.075        15.592        18.529        21.466
    coh7761:k=57.6136,b=0        1.8881        2.1678        2.5874        3.1468        3.7063        4.5454        9.1608        10.979        13.077        15.594        18.531        21.468
    coh7762:k=57.6236,b=0        1.8883        2.1681        2.5877        3.1472        3.7068         4.546         9.162         10.98        13.079        15.596        18.534        21.471
    coh7763:k=57.6336,b=0        1.8886        2.1684        2.5881        3.1477        3.7072        4.5466        9.1632        10.982         13.08        15.598        18.536        21.364
    coh7764:k=57.6436,b=0        1.8888        2.1687        2.5884        3.1481        3.7077        4.5472        9.1644        10.983        13.082          15.6        18.539        21.241
    coh7765:k=57.6536,b=0        1.8891        2.1689        2.5887        3.1485        3.7082        4.5478        9.1655        10.985        13.084        15.602        18.541        21.035
    coh7766:k=57.6636,b=0        1.8893        2.1692        2.5891        3.1489        3.7087        4.5484        9.1667        10.986        13.085        15.604        18.475        20.717
    coh7767:k=57.6736,b=0        1.8896        2.1695        2.5894        3.1493        3.7091         4.549        9.1679        10.987        13.087        15.606        18.406        20.396
    coh7768:k=57.6836,b=0        1.8898        2.1698        2.5897        3.1497        3.7096        4.5495        9.1691        10.989        13.089        15.608        18.408        20.637
    coh7769:k=57.6936,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99         13.09         15.61         18.41         21.63
    coh7770:k=57.7036,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99         13.09         15.61         18.41         21.63
    coh7771:k=57.7136,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99         13.09         15.61         18.41        21.588
    coh7772:k=57.7236,b=0          1.89          2.17          2.59          3.15          3.71          4.55          9.17         10.99        13.066        15.582        18.327        21.591
    coh7773:k=57.7336,b=0          1.89          2.17          2.59          3.15          3.71          4.55        9.1546        10.972        13.068        15.584        18.204        21.594
    coh7774:k=57.7436,b=0        1.8871        2.1666         2.586        3.1451        3.7042        4.5429        9.1558        10.973         13.07        15.586        18.081        21.596
    coh7775:k=57.7536,b=0        1.8873        2.1669        2.5863        3.1455        3.7047        4.5435         9.157        10.974        13.071        15.588        17.993        21.599
    coh7776:k=57.7636,b=0        1.8876        2.1672        2.5867        3.1459        3.7052        4.5441        9.1581        10.976        13.073         15.59        18.498        21.602
    coh7777:k=57.7736,b=0        1.8878        2.1675         2.587        3.1463        3.7057        4.5447        9.1593        10.977        13.075        15.592        18.528        21.486
    coh7778:k=57.7836,b=0         1.888        2.1678        2.5873        3.1467        3.7062        4.5453        9.1605        10.979        13.076        15.594        18.531        21.468
    coh7779:k=57.7936,b=0        1.8883         2.168        2.5876        3.1471        3.7066        4.5459        9.1617         10.98        13.078        15.596        18.533         21.47
    coh7780:k=57.8036,b=0        1.8885        2.1683         2.588        3.1475        3.7071        4.5465        9.1629        10.981         13.08        15.598        18.536        21.397
    coh7781:k=57.8136,b=0        1.8888        2.1686        2.5883        3.1479        3.7076         4.547         9.164        10.983        13.081          15.6        18.538        21.274
    coh7782:k=57.8236,b=0         1.889        2.1689        2.5886        3.1484        3.7081        4.5476        9.1652        10.984        13.083        15.602         18.54        21.103
    coh7783:k=57.8336,b=0        1.8893        2.1691         2.589        3.1488        3.7085        4.5482        9.1664        10.986        13.085        15.604        18.509         20.82

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=-20,b=0                  0             0             0            0            0             0             0             0             0             0             0             0 
    coh2:k=-19.99,b=0             -20           -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20 
    coh3:k=-19.98,b=0             -20           -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20 
    coh4:k=-19.97,b=0             -20           -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20 
    coh5:k=-19.96,b=0             -20           -20           -20          -20          -20           -20           -20           -20           -20           -20           -20           -20 
    coh6:k=-19.95,b=0             -20           -20           -20          -20          -20           -20           -20           -20           -20       -19.997       -19.995       -19.993 
    coh7:k=-19.94,b=0             -20           -20           -20          -20          -20           -20       -19.996       -19.993        -19.99        -19.99        -19.99        -19.99 
    coh8:k=-19.93,b=0             -20           -20           -20          -20          -20           -20        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99 
    coh9:k=-19.92,b=0             -20           -20           -20          -20      -19.997       -19.992        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99 
    coh10:k=-19.91,b=0            -20           -20       -19.998      -19.993       -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99 
    coh11:k=-19.9,b=0             -20       -19.994        -19.99       -19.99       -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99 
    coh12:k=-19.89,b=0         -19.99        -19.99        -19.99       -19.99       -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99 
    coh13:k=-19.88,b=0         -19.99        -19.99        -19.99       -19.99       -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99 
    coh14:k=-19.87,b=0         -19.99        -19.99        -19.99       -19.99       -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99        -19.99 
    coh15:k=-19.86,b=0         -19.99        -19.99        -19.99       -19.99       -19.99        -19.99        -19.99        -19.99        -19.99        -19.99       -19.988       -19.984 
    coh16:k=-19.85,b=0         -19.99        -19.99        -19.99       -19.99       -19.99        -19.99        -19.99        -19.99       -19.986       -19.982        -19.98        -19.98 
    coh17:k=-19.84,b=0         -19.99        -19.99        -19.99       -19.99       -19.99        -19.99       -19.986       -19.981        -19.98        -19.98        -19.98        -19.98 
    coh18:k=-19.83,b=0         -19.99        -19.99        -19.99       -19.99       -19.99        -19.99        -19.98        -19.98        -19.98        -19.98        -19.98        -19.98 
    coh19:k=-19.82,b=0         -19.99        -19.99        -19.99       -19.99       -19.99        -19.99        -19.98        -19.98        -19.98        -19.98        -19.98        -19.98 
    coh20:k=-19.81,b=0         -19.99        -19.99        -19.99       -19.99       -19.99       -19.983        -19.98        -19.98        -19.98        -19.98       -19.979       -19.975 
    coh21:k=-19.8,b=0          -19.99        -19.99        -19.99      -19.989      -19.981        -19.98        -19.98        -19.98       -19.977       -19.973        -19.97        -19.97 
    coh22:k=-19.79,b=0         -19.99        -19.99       -19.988       -19.98       -19.98        -19.98       -19.978       -19.972        -19.97        -19.97        -19.97        -19.97 
    coh23:k=-19.78,b=0         -19.99       -19.987        -19.98       -19.98       -19.98        -19.98        -19.97        -19.97        -19.97        -19.97        -19.97        -19.97 
    coh24:k=-19.77,b=0        -19.986        -19.98        -19.98       -19.98       -19.98        -19.98        -19.97        -19.97        -19.97        -19.97        -19.97       -19.968 
    coh25:k=-19.76,b=0         -19.98        -19.98        -19.98       -19.98       -19.98       -19.976        -19.97        -19.97        -19.97       -19.965       -19.961        -19.96 
    coh26:k=-19.75,b=0         -19.98        -19.98        -19.98       -19.98      -19.974        -19.97        -19.97       -19.965        -19.96        -19.96        -19.96        -19.96 
    coh27:k=-19.74,b=0         -19.98        -19.98        -19.98      -19.973       -19.97        -19.97       -19.961        -19.96        -19.96        -19.96        -19.96        -19.96 
    coh28:k=-19.73,b=0         -19.98        -19.98       -19.972       -19.97       -19.97        -19.97        -19.96        -19.96        -19.96        -19.96       -19.959       -19.956 
    coh29:k=-19.72,b=0         -19.98       -19.971        -19.97       -19.97       -19.97       -19.968        -19.96        -19.96       -19.958       -19.953        -19.95        -19.95 
    coh30:k=-19.7099,b=0       -19.97        -19.97        -19.97       -19.97      -19.967        -19.96       -19.959       -19.953        -19.95        -19.95        -19.95        -19.95 
    coh31:k=-19.6999,b=0       -19.97        -19.97        -19.97      -19.965       -19.96        -19.96        -19.95        -19.95        -19.95        -19.95        -19.95        -19.95 
    coh32:k=-19.6899,b=0       -19.97        -19.97       -19.964       -19.96       -19.96        -19.96        -19.95        -19.95       -19.949       -19.948       -19.945       -19.941 
    coh33:k=-19.6799,b=0       -19.97       -19.963        -19.96       -19.96       -19.96       -19.956        -19.95       -19.947       -19.943        -19.94        -19.94        -19.94 
    coh34:k=-19.6699,b=0      -19.962        -19.96        -19.96      -19.959      -19.953        -19.95       -19.942        -19.94        -19.94        -19.94        -19.94        -19.94 
    coh35:k=-19.6599,b=0       -19.96        -19.96        -19.96      -19.951       -19.95        -19.95        -19.94        -19.94        -19.94        -19.94       -19.937       -19.934 
    coh36:k=-19.6499,b=0       -19.96       -19.959       -19.951       -19.95       -19.95       -19.949       -19.939       -19.939       -19.935       -19.931        -19.93        -19.93 
    coh37:k=-19.6399,b=0      -19.957        -19.95        -19.95       -19.95      -19.946       -19.941       -19.934       -19.931       -19.931        -19.93        -19.93        -19.93 
    coh38:k=-19.6299,b=0       -19.95        -19.95        -19.95      -19.944       -19.94        -19.94        -19.93        -19.93        -19.93        -19.93       -19.929       -19.926 
    coh39:k=-19.6199,b=0       -19.95       -19.949       -19.942       -19.94       -19.94       -19.939        -19.93        -19.93       -19.925       -19.922       -19.921       -19.921 
    coh40:k=-19.6099,b=0      -19.948        -19.94        -19.94       -19.94      -19.936        -19.93       -19.924        -19.92        -19.92        -19.92        -19.92        -19.92 
    coh41:k=-19.5999,b=0       -19.94        -19.94        -19.94      -19.933       -19.93        -19.93        -19.92        -19.92        -19.92        -19.92       -19.919       -19.916 
    coh42:k=-19.5899,b=0       -19.94       -19.939       -19.932       -19.93       -19.93       -19.927        -19.92       -19.918       -19.914       -19.911        -19.91        -19.91 
    coh43:k=-19.5799,b=0      -19.937       -19.931        -19.93       -19.93      -19.924       -19.921       -19.913       -19.911       -19.911        -19.91        -19.91        -19.91 
    coh44:k=-19.5699,b=0       -19.93        -19.93       -19.929      -19.921       -19.92        -19.92        -19.91        -19.91        -19.91       -19.909       -19.907       -19.905 
    coh45:k=-19.5599,b=0       -19.93       -19.927        -19.92       -19.92      -19.919       -19.914        -19.91       -19.906       -19.903         -19.9         -19.9         -19.9 
    coh46:k=-19.5499,b=0      -19.923        -19.92       -19.919      -19.918       -19.91        -19.91       -19.901       -19.901         -19.9         -19.9         -19.9         -19.9 
    coh47:k=-19.5399,b=0       -19.92       -19.919       -19.914       -19.91       -19.91       -19.909         -19.9       -19.899       -19.899       -19.896       -19.895       -19.893 
    coh48:k=-19.5299,b=0      -19.918       -19.911        -19.91      -19.909      -19.906       -19.901       -19.896       -19.892        -19.89        -19.89        -19.89        -19.89 
    coh49:k=-19.5199,b=0       -19.91        -19.91       -19.908      -19.903      -19.901         -19.9        -19.89        -19.89        -19.89        -19.89        -19.89       -19.889 
    coh50:k=-19.5099,b=0      -19.909       -19.905       -19.901        -19.9        -19.9       -19.895        -19.89       -19.889       -19.886       -19.883       -19.881       -19.881 
    coh7734:k=57.3435,b=0      49.996        49.996        49.996       49.996       49.996        49.996        49.996        49.996        49.996        49.996        49.996        49.996 
    coh7735:k=57.3535,b=0      50.005        50.005        50.005       50.005       50.005        50.005        50.005        50.005        50.005        50.005        50.005        50.005 
    coh7736:k=57.3635,b=0      50.014        50.014        50.014       50.014       50.014        50.014        50.014        50.014        50.014        50.014        49.859        49.859 
    coh7737:k=57.3735,b=0      50.023        50.023        50.023       50.023       50.023        50.023        50.023        49.868        49.868        49.868        49.868        49.868 
    coh7738:k=57.3835,b=0      50.032        50.032        50.032       50.032       49.877        49.877        49.877        49.877        49.877        49.877        49.877        49.877 
    coh7739:k=57.3935,b=0      49.886        49.886        49.886       49.886       49.886        49.886        49.886        49.886        49.886        49.886        49.886        49.886 
    coh7740:k=57.4035,b=0      49.895        49.895        49.895       49.895       49.895        49.895        49.895        49.895        49.895        49.895        49.895        49.895 
    coh7741:k=57.4135,b=0      49.904        49.904        49.904       49.904       49.904        49.904        49.904        49.904        49.904        49.904        49.904        49.904 
    coh7742:k=57.4236,b=0      49.913        49.913        49.913       49.913       49.913        49.913        49.913        49.913        49.913        49.913        49.913        49.913 
    coh7743:k=57.4336,b=0      49.922        49.922        49.922       49.922       49.922        49.922        49.922        49.922        49.922        49.922        49.922        49.922 
    coh7744:k=57.4436,b=0      49.932        49.932        49.932       49.932       49.932        49.932        49.932        49.932        49.932        49.932        49.932        49.932 
    coh7745:k=57.4536,b=0      49.941        49.941        49.941       49.941       49.941        49.941        49.941        49.941        49.941        49.941        49.941        49.941 
    coh7746:k=57.4636,b=0       49.95         49.95         49.95        49.95        49.95         49.95         49.95         49.95         49.95         49.95         49.95         49.95 
    coh7747:k=57.4736,b=0      49.959        49.959        49.959       49.959       49.959        49.959        49.959        49.959        49.959        49.959        49.959        49.959 
    coh7748:k=57.4836,b=0      49.968        49.968        49.968       49.968       49.968        49.968        49.968        49.968        49.968        49.968        49.968        49.968 
    coh7749:k=57.4936,b=0      49.977        49.977        49.977       49.977       49.977        49.977        49.977        49.977        49.977        49.977        49.977        49.977 
    coh7750:k=57.5036,b=0      49.986        49.986        49.986       49.986       49.986        49.986        49.986        49.986        49.986        49.986        49.986        49.986 
    coh7751:k=57.5136,b=0      49.995        49.995        49.995       49.995       49.995        49.995        49.995        49.995        49.995        49.995        49.995        49.995 
    coh7752:k=57.5236,b=0      50.004        50.004        50.004       50.004       50.004        50.004        50.004        50.004        50.004        50.004        50.004        50.004 
    coh7753:k=57.5336,b=0      50.013        50.013        50.013       50.013       50.013        50.013        50.013        50.013        50.013        50.013        50.013        49.858 
    coh7754:k=57.5436,b=0      50.022        50.022        50.022       50.022       50.022        50.022        50.022        50.022        50.022        49.867        49.867        49.867 
    coh7755:k=57.5536,b=0      50.031        50.031        50.031       50.031       50.031        50.031        49.876        49.876        49.876        49.876        49.876        49.876 
    coh7756:k=57.5636,b=0      49.885        49.885        49.885       49.885       49.885        49.885        49.885        49.885        49.885        49.885        49.885        49.885 
    coh7757:k=57.5736,b=0      49.894        49.894        49.894       49.894       49.894        49.894        49.894        49.894        49.894        49.894        49.894        49.894 
    coh7758:k=57.5836,b=0      49.903        49.903        49.903       49.903       49.903        49.903        49.903        49.903        49.903        49.903        49.903        49.903 
    coh7759:k=57.5936,b=0      49.912        49.912        49.912       49.912       49.912        49.912        49.912        49.912        49.912        49.912        49.912        49.912 
    coh7760:k=57.6036,b=0      49.921        49.921        49.921       49.921       49.921        49.921        49.921        49.921        49.921        49.921        49.921        49.921 
    coh7761:k=57.6136,b=0       49.93         49.93         49.93        49.93        49.93         49.93         49.93         49.93         49.93         49.93         49.93         49.93 
    coh7762:k=57.6236,b=0      49.939        49.939        49.939       49.939       49.939        49.939        49.939        49.939        49.939        49.939        49.939        49.939 
    coh7763:k=57.6336,b=0      49.948        49.948        49.948       49.948       49.948        49.948        49.948        49.948        49.948        49.948        49.948        49.948 
    coh7764:k=57.6436,b=0      49.957        49.957        49.957       49.957       49.957        49.957        49.957        49.957        49.957        49.957        49.957        49.957 
    coh7765:k=57.6536,b=0      49.966        49.966        49.966       49.966       49.966        49.966        49.966        49.966        49.966        49.966        49.966        49.966 
    coh7766:k=57.6636,b=0      49.975        49.975        49.975       49.975       49.975        49.975        49.975        49.975        49.975        49.975        49.975        49.975 
    coh7767:k=57.6736,b=0      49.984        49.984        49.984       49.984       49.984        49.984        49.984        49.984        49.984        49.984        49.984        49.984 
    coh7768:k=57.6836,b=0      49.993        49.993        49.993       49.993       49.993        49.993        49.993        49.993        49.993        49.993        49.993        49.993 
    coh7769:k=57.6936,b=0      50.002        50.002        50.002       50.002       50.002        50.002        50.002        50.002        50.002        50.002        50.002        50.002 
    coh7770:k=57.7036,b=0      50.011        50.011        50.011       50.011       50.011        50.011        50.011        50.011        50.011        50.011        50.011        50.011 
    coh7771:k=57.7136,b=0       50.02         50.02         50.02        50.02        50.02         50.02         50.02         50.02         50.02         50.02         50.02        49.865 
    coh7772:k=57.7236,b=0      50.029        50.029        50.029       50.029       50.029        50.029        50.029        50.029        49.874        49.874        49.874        49.874 
    coh7773:k=57.7336,b=0      50.038        50.038        50.038       50.038       50.038        50.038        49.883        49.883        49.883        49.883        49.883        49.883 
    coh7774:k=57.7436,b=0      49.892        49.892        49.892       49.892       49.892        49.892        49.892        49.892        49.892        49.892        49.892        49.892 
    coh7775:k=57.7536,b=0        49.9          49.9          49.9         49.9         49.9          49.9          49.9          49.9          49.9          49.9          49.9          49.9 
    coh7776:k=57.7636,b=0      49.909        49.909        49.909       49.909       49.909        49.909        49.909        49.909        49.909        49.909        49.909        49.909 
    coh7777:k=57.7736,b=0      49.918        49.918        49.918       49.918       49.918        49.918        49.918        49.918        49.918        49.918        49.918        49.918 
    coh7778:k=57.7836,b=0      49.927        49.927        49.927       49.927       49.927        49.927        49.927        49.927        49.927        49.927        49.927        49.927 
    coh7779:k=57.7936,b=0      49.936        49.936        49.936       49.936       49.936        49.936        49.936        49.936        49.936        49.936        49.936        49.936 
    coh7780:k=57.8036,b=0      49.945        49.945        49.945       49.945       49.945        49.945        49.945        49.945        49.945        49.945        49.945        49.945 
    coh7781:k=57.8136,b=0      49.954        49.954        49.954       49.954       49.954        49.954        49.954        49.954        49.954        49.954        49.954        49.954 
    coh7782:k=57.8236,b=0      49.963        49.963        49.963       49.963       49.963        49.963        49.963        49.963        49.963        49.963        49.963        49.963 
    coh7783:k=57.8336,b=0      49.972        49.972        49.972       49.972       49.972        49.972        49.972        49.972        49.972        49.972        49.972        49.972 

end