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LAMPIRAN 3A EDITOR PROGRAM MATLAB – SIMULASI 1 ALGORITMA GENETIKA-NONLINIER LEAST SQUARE FUNGSI PRODUKSI CES clear, clc; fprintf('Algoritma Genetika - Nonlinier Least Square - Simulasi 1\n'); fprintf('Fungsi Produksi CES \n'); fprintf('Menaksir parameter b1, b2, b3 dan b4 Fungsi Produksi CES \n'); fprintf('Memerlukan File: lsces, evalpopu, evalech, bit2num, nextpopu \n'); fprintf('Oleh : La Ode Sabaruddin (1006782570)\n'); fprintf('Program Pasca Sarjana Ilmu Ekonomi Universitas Indonesia \n'); fprintf('............................................................... \n\n\n'); t=cputime; t=cputime; generation_n = 10000; % jumlah generasi popuSize = 50; % jumlah populasi xover_rate = 1.0; % crossover rate mutate_rate = 0.03; % mutation rate converge = 90; % persen kriteria konvergensi kromosom untuk semua populasi dalam 1 generasi bit_n = 40; % jumlah bit untuk setiap varabel input obj_fcn = 'lsces'; % fungsi Objective var_n = 4; % jumlah input variabel range = [ 0 2; 0 1; 0 1 ; 0 1]; popu = rand(popuSize, bit_n*var_n) > 0.5; upper = zeros(generation_n, 1); average = zeros(generation_n, 1); lower = zeros(generation_n, 1); %2. ASUMSI DAN KRITERIA fprintf('1. ASUMSI DAN KRITERIA : \n\n'); fprintf(' a. Jumlah Generasi Definisi Awal =%9.2f \ n',generation_n); fprintf(' b. Jumlah Populasi =%9.2f \n',popuSize); fprintf(' c. Xover Rate =%9.2f \n',xover_rate); fprintf(' d. Mutation Rate =%9.2f \n',mutate_rate); fprintf(' e. Jumlah bit untuk setiap variabel input =%9.2f \n\n',bit_n); fprintf(' f. Range variabel beta(1), beta(2) dan beta(3) = [0 2; 0 1; 0 1] \n\n'); fprintf(' g. Tingkat keseragaman terkecil setiap unsur kromosom per generasi \ n'), fprintf(' yang disyaratkan =%9.2f \n\n\n',converge); %3. HASIL OPTIMASI OBJECTIVE FUNCTION fprintf('2. NILAI OBJECTIVE FUNCTION TERBAIK PADA SETIAP GENERASI : \n\n'); fprintf(' ---------------------------------------------------------------------\ n'); fprintf(' tingkat keseragaman \n'); fprintf(' Genrsi beta(1) beta(2) beta(3) beta(4) S(beta) kromosom *) \n');

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LAMPIRAN 3AEDITOR PROGRAM MATLAB – SIMULASI 1 ALGORITMA GENETIKA-NONLINIER LEAST SQUAREFUNGSI PRODUKSI CES

clear, clc;fprintf('Algoritma Genetika - Nonlinier Least Square - Simulasi 1\n');fprintf('Fungsi Produksi CES \n');fprintf('Menaksir parameter b1, b2, b3 dan b4 Fungsi Produksi CES \n');fprintf('Memerlukan File: lsces, evalpopu, evalech, bit2num, nextpopu \n');fprintf('Oleh : La Ode Sabaruddin (1006782570)\n');fprintf('Program Pasca Sarjana Ilmu Ekonomi Universitas Indonesia \n');fprintf('............................................................... \n\n\n');

t=cputime; t=cputime;generation_n = 10000; % jumlah generasipopuSize = 50; % jumlah populasixover_rate = 1.0; % crossover ratemutate_rate = 0.03; % mutation rateconverge = 90; % persen kriteria konvergensi kromosom untuk semua populasi dalam 1 generasibit_n = 40; % jumlah bit untuk setiap varabel inputobj_fcn = 'lsces'; % fungsi Objectivevar_n = 4; % jumlah input variabelrange = [ 0 2; 0 1; 0 1 ; 0 1]; popu = rand(popuSize, bit_n*var_n) > 0.5;upper = zeros(generation_n, 1);average = zeros(generation_n, 1);lower = zeros(generation_n, 1);

%2. ASUMSI DAN KRITERIAfprintf('1. ASUMSI DAN KRITERIA : \n\n');fprintf(' a. Jumlah Generasi Definisi Awal =%9.2f \n',generation_n);fprintf(' b. Jumlah Populasi =%9.2f \n',popuSize);fprintf(' c. Xover Rate =%9.2f \n',xover_rate);fprintf(' d. Mutation Rate =%9.2f \n',mutate_rate);fprintf(' e. Jumlah bit untuk setiap variabel input =%9.2f \n\n',bit_n);fprintf(' f. Range variabel beta(1), beta(2) dan beta(3) = [0 2; 0 1; 0 1] \n\n');fprintf(' g. Tingkat keseragaman terkecil setiap unsur kromosom per generasi \n'),fprintf(' yang disyaratkan =%9.2f \n\n\n',converge);

%3. HASIL OPTIMASI OBJECTIVE FUNCTIONfprintf('2. NILAI OBJECTIVE FUNCTION TERBAIK PADA SETIAP GENERASI : \n\n'); fprintf(' ---------------------------------------------------------------------\n'); fprintf(' tingkat keseragaman \n'); fprintf(' Genrsi beta(1) beta(2) beta(3) beta(4) S(beta) kromosom *) \n'); fprintf(' terkecil rata-rata \n'); fprintf(' ---------------------------------------------------------------------\n'); for i = 1:generation_n; k = i; fcn_value = evalpopu(popu, bit_n, range, obj_fcn); upper(i) = max(fcn_value); average(i) = mean(fcn_value); lower(i) = min(fcn_value); [best, index] = min(fcn_value);

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popu = nextpopu(popu, fcn_value, xover_rate, mutate_rate, k); % *** Kriteria Konvergensi kon=(sum(popu))/popuSize*100; popu_s = size(popu, 1); string_leng = size(popu, 2); for j=1:string_leng if kon(j)<50 kon(j)=100-kon(j); end prc=min(kon); avrg=mean(kon); end if prc>converge fprintf('%5.0f %10.6f %10.6f %10.6f %10.6f %13.6f %8.2f %12.2f\n',i,... bit2num(popu(index, 1:bit_n), range(1,:)),... bit2num(popu(index, bit_n+1:2*bit_n), range(2,:)),... bit2num(popu(index, 2*bit_n+1:3*bit_n), range(3,:)), ... bit2num(popu(index, 3*bit_n+1:4*bit_n), range(4,:)), ... best,prc,avrg); break; end; fprintf('%5.0f %10.6f %10.6f %10.6f %10.6f %13.6f %8.2f %12.2f\n',i,... bit2num(popu(index, 1:bit_n), range(1,:)),... bit2num(popu(index, bit_n+1:2*bit_n), range(2,:)),... bit2num(popu(index, 2*bit_n+1:3*bit_n), range(3,:)), ... bit2num(popu(index, 3*bit_n+1:4*bit_n), range(4,:)), ... best,prc,avrg);endr=i;

fprintf(' ---------------------------------------------------------------------\n'); fprintf(' Generasi terakhir (generasi ke-%g)',i);fprintf(' memiliki nilai objective function yang terbaik. \n');fprintf(' *) nilai dalam persen \n\n\n'); % Kriteria AIC dan SCaic =abs(log(best/30)+2*var_n/30);sc =abs(log(best/30)+30*log(var_n/30)); %4. SUSUNAM KROMOSOM GENERASI TERAKHIRfprintf('4. SUSUNAN KROMOSOM PADA GENERASI KE - %g ',i),fprintf('(dengan jumlah populasi %g) : \n\n',popuSize); for i=1:popu_s fprintf('Susunan kromosom populasi ke-%i adalah ;\n',i); for j=1:string_leng fprintf(' %d',popu(i,j)) end fprintf('\n\n'); endfprintf('\n'); %5. HASIL EVALUASI KONVERGENSI KROMOSOMfprintf('5. EVALUASI KESERAGAMAN UNSUR KROMOSOM PADA GENERASI TERAKHIR : \n');fprintf(' (Setiap populasi terdiri atas %i ', string_leng), fprintf('unsur kromosom)\n\n'); for j=1:string_leng fprintf(' Tingkat keseragaman unsur kromosom ke %i = ',j), fprintf('%5.1f', kon(j)), fprintf(' persen \n'); endfprintf('\n');e = cputime-t; %6. KESIMPULANfprintf('6. KESIMPULAN AKHIR : \n\n');

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fprintf(' a. Tingkat keseragaman terkecil unsur kromosom yang disyaratkan (persen) =%7.2f \n',converge);fprintf(' b. Tingkat keseragaman terkecil unsur kromosom yang terjadi (persen) =%7.2f \n',min(kon)); if converge<min(kon) fprintf(' c. Hasil simulasi telah memenuhi persyaratan terkecil keseragaman unsur kromosom\n'); fprintf(' Terjadi pada generasi ke = %d \n\n',r); else fprintf(' c. Hasil simulasi belum memenuhi persyaratan terkecil keseragaman unsur kromosom\n\n'); endfprintf(' d. Parameter hasil simulasi Algoritma Genetik : \n');fprintf(' - Beta(1) =%10.6f \n', bit2num(popu(index, 1:bit_n), range(1,:)));fprintf(' - Beta(2) =%10.6f \n', bit2num(popu(index, bit_n+1:2*bit_n), range(2,:)));fprintf(' - Beta(3) =%10.6f \n', bit2num(popu(index, 2*bit_n+1:3*bit_n), range(3,:)));fprintf(' - Beta(4) =%10.6f \n', bit2num(popu(index, 3*bit_n+1:4*bit_n), range(4,:)));fprintf(' - S(beta) =%10.6f \n\n', best);fprintf(' e. Nilai AIC = %7.6f \n',aic);fprintf(' f. Nilai SC = %7.6f \n',sc);fprintf(' g. Waktu untuk proses perhitungan =%5.5f\n',e);……………………………………………………………………………………………………………………………………function S = lsces(input) LKy = [5.4293 6.6871 8.1879; 5.5530 5.5175 7.4104; 6.7105 6.6477 8.9496; 6.6425 6.2364 8.3695; 6.2046 6.6307 8.5519; 6.1883 6.0521 8.3299; 6.5191 6.1137 8.4877; 6.6174 6.7056 9.1260; 6.5889 6.7393 8.7961; 6.5439 6.8648 8.7941; 6.1269 4.4308 6.8657; 6.8886 3.0445 5.7132; 6.6931 5.6870 8.1641; 6.0615 5.6240 7.9482; 5.4424 6.3026 8.1264; 6.4983 4.8598 7.2432; 6.4473 2.8832 5.2521; 4.0775 6.8090 7.7220; 6.6983 5.4072 8.0002; 6.6307 4.9767 7.3157; 3.9120 5.0814 5.9833; 6.7130 1.7918 4.4132; 6.1800 6.7286 8.7229; 6.5250 6.2558 8.6233; 4.7536 6.8352 7.8589; 6.0868 6.2046 8.0981; 6.1225 5.2204 7.5533; 5.8348 4.5218 6.8249; 5.8805 6.1841 8.2967; 5.0876 6.8395 8.1922]; L = LKy(:,1);K = LKy(:,2);y = LKy(:,3); %x = [L K]; b1 = input(1); b2 = input(2); b3 = input(3);b4 = input(4); %X1 = x(:,1) ;%X2 = x(:,2) ;

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f = b1*(b2*(L.^b3) + (1-b2)*(K.^b3)).^(b4/b3);S = (y-f)'*(y-f) ;…………………………………………………………………………………………………………………………………….function num = bit2num(bit, range)% BIT2NUM : Conversion from bit string representations to decimal numbers.% BIT2NUM(BIT, RANGE): converting a bit string representation BIT ( a 0-1% vector) to a decimal number, where RANGE is a two-element vector% specifying the range of the converted decimal number.%% For example:%% bit2num([1 1 0 1], [0, 15])% bit2num([0 1 1 0 0 0 1], [0, 127]) integer = polyval(bit, 2);num = integer*((range(2)-range(1))/(2^length(bit)-1)) + range(1);…………………………………………………………………………………………………………………………………….function out = evaleach(string, bit_n, range, obj_fcn)% EVALEACH : Evaluation process for each individual's fitness value.% bit_n : number of bits for each input variable% string : bit string representation of an individual% range : range of input variables, a ver_n by 2 matrix% fcn : objective function (a MATLAB string)var_n = length(string)/bit_n;input = zeros(1, var_n); for i = 1:var_n, input(i) = bit2num(string((i-1)*bit_n+1:i*bit_n), range(i, :));end out = feval(obj_fcn, input);…………………………………………………………………………………………………………………………………

function fitness = evalpopu(popu, bit_n, range, obj_fcn)% EVALPOPU : Evaluation process of the population's fitness values.% population : binary number matrix of the population # by a string_lenght% bit_n : number of bits used to represent an input variable% range : range of input variables, a var_b by 2 matrix% fcn : objective function (a MATLAB string) global countpop_n = size(popu, 1);fitness = zeros(pop_n, 1); for count = 1:pop_n, fitness(count) = evaleach(popu(count, :), bit_n, range, obj_fcn);end……………………………………………………………………………………………………………………………….........function new_popu = nextpopu(popu, fitness, xover_rate, mut_rate,k)new_popu = popu;popu_s = size(popu, 1);string_leng = size(popu, 2); % ---- ELITISM: To find the best two and keep them% ---- For Least Squaredtmp_fitness = fitness;[junk, index1] = min(tmp_fitness); % find the besttmp_fitness(index1) = max(tmp_fitness);[junk, index2] = min(tmp_fitness); % find the second bestnew_popu([1 2], :) = popu([index1 index2], :); % ---- Rescaling the fitness% ---- For Least Squaredfitness = max(fitness) - fitness; % keep it positivetotal = sum(fitness); % ---- For Max. Likelihood% fitness = min(fitness) - fitness; % keep it positive

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% total = sum(fitness); if total == 0, fprintf('=== Warning: converge to a single point ===\n'); fitness = ones(popu_s, 1)/popu_s;% sum is 1else fitness = fitness/sum(fitness); % sum is 1end cum_prob = cumsum(fitness); % ----- SELECTION and CROSSOVERfor i = 2:popu_s/2, % ----- Selecting two parents based on their scaled fitness values tmp = find(cum_prob - rand > 0); parent1 = popu(tmp(1), :); tmp = find(cum_prob - rand > 0); parent2 = popu(tmp(1), :); % ----- Do crossoverif rand < xover_rate,% Perform crossover operation xover_point = ceil(rand*(string_leng-1)); new_popu(i*2-1, :) = ... [parent1(1:xover_point) parent2(xover_point+1:string_leng)]; new_popu(i*2, :) = ... [parent2(1:xover_point) parent1(xover_point+1:string_leng)];end end % ----- MUTATION (elites are not subject to this.) mask = rand(popu_s, string_leng) < mut_rate;new_popu = xor(new_popu, mask); % ----- Restoring the elitesnew_popu([1 2], :) = popu([index1 index2], :);.........................................................................................................................................................................................................

OUTPUT PROGRAM MATLAB – SIMULASI 1 ALGORITMA GENETIKA-NONLINIER LEAST SQUAREFUNGSI PRODUKSI CES

Algoritma Genetika - Nonlinier Least Square - Simulasi 1Fungsi Produksi CES Menaksir parameter b1, b2, b3 dan b4 Fungsi Produksi CES Memerlukan File: lsces, evalpopu, evalech, bit2num, nextpopuProgram Pasca Sarjana Ilmu Ekonomi Universitas Indonesia ....................................................................................

1. ASUMSI DAN KRITERIA :

a. Jumlah Generasi Definisi Awal = 10000.00 b. Jumlah Populasi = 50.00 c. Xover Rate = 1.00 d. Mutation Rate = 0.03 e. Jumlah bit untuk setiap variabel input = 40.00 f. Range variabel beta(1), beta(2) dan beta(3) = [0 2; 0 1; 0 1] g. Tingkat keseragaman terkecil setiap unsur kromosom per generasi yang disyaratkan = 90.00

2. NILAI OBJECTIVE FUNCTION TERBAIK PADA SETIAP GENERASI :

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------------------------------------------------------------------------------------- tingkat keseragaman Genrsi beta(1) beta(2) beta(3) beta(4) S(beta) kromosom *) terkecil rata-rata ------------------------------------------------------------------------------------- 1 1.421640 0.597987 0.822212 0.362014 60.025459 50.00 58.55 2 1.298685 0.780153 0.673726 0.933530 38.548494 50.00 60.29 3 1.421644 0.840780 0.213366 0.982785 38.548494 50.00 61.75 4 1.436338 0.840780 0.713366 0.982786 6.129711 50.00 63.35 5 1.275529 0.944424 0.746447 0.933042 4.863086 50.00 64.81 6 1.096329 0.944427 0.247423 0.905227 2.123479 50.00 65.92 7 1.338065 0.348498 0.944987 0.901290 1.409187 50.00 67.20 8 1.338061 0.317248 0.944987 0.901290 1.409186 50.00 68.26 9 1.537237 0.278155 0.642476 0.919675 1.409186 50.00 67.80 10 1.361740 0.345099 0.757111 0.931564 0.709162 50.00 68.45

1001 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 71.50 1002 1.421876 0.390633 0.203123 0.967440 0.530730 52.00 72.06 1003 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 71.85 1004 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 71.78 1005 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 70.16 1006 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 71.53 1007 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 71.58 1008 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 71.31 1009 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 71.66 1010 1.421876 0.390633 0.203123 0.967440 0.530730 50.00 72.96

5001 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 72.42 5002 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 72.90 5003 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 69.85 5004 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 72.21 5005 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 73.50 5006 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 74.70 5007 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 73.89 5008 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 73.58 5009 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 75.66 5010 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 76.45

7501 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 71.29 7502 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 72.09 7503 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 73.51 7504 1.353516 0.389038 0.327393 0.994476 0.524298 52.00 75.20 7505 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 74.34 7506 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 75.97 7507 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 74.56 7508 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 75.35 7509 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 75.15 7510 1.353516 0.389038 0.327393 0.994476 0.524298 50.00 74.76

9001 1.355468 0.388983 0.324341 0.993681 0.524223 50.00 74.96 9002 1.355468 0.388983 0.324341 0.993681 0.524223 52.00 74.25 9003 1.355468 0.388983 0.324341 0.993681 0.524223 52.00 74.51 9004 1.355468 0.388983 0.324341 0.993681 0.524223 50.00 74.20 9005 1.355468 0.388983 0.324341 0.993681 0.524223 50.00 74.29 9006 1.355468 0.388983 0.324341 0.993681 0.524223 50.00 75.92 9007 1.355468 0.388983 0.324341 0.993681 0.524223 50.00 73.42 9008 1.355468 0.388983 0.324341 0.993681 0.524223 50.00 77.34 9009 1.355468 0.388983 0.324341 0.993681 0.524223 52.00 76.17 9010 1.355468 0.388983 0.324341 0.993681 0.524223 50.00 77.14

9501 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 70.55 9502 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 71.42 9503 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 69.70 9504 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 71.28 9505 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 71.60 9506 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 71.80 9507 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 71.88 9508 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 71.15 9509 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 70.58 9510 1.355469 0.388989 0.324655 0.993681 0.524223 50.00 71.60

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9751 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 73.70 9752 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 74.17 9753 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 72.55 9754 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 72.58 9755 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 74.53 9756 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 74.34 9757 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 74.67 9758 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 75.59 9759 1.355469 0.388989 0.324655 0.993682 0.524223 52.00 74.39 9760 1.355469 0.388989 0.324655 0.993682 0.524223 50.00 75.03

9991 1.355469 0.388989 0.324659 0.993682 0.524223 50.00 74.34 9992 1.355469 0.388989 0.324659 0.993682 0.524223 50.00 73.94 9993 1.355469 0.388989 0.324659 0.993682 0.524223 50.00 73.22 9994 1.291122 0.381203 0.316739 0.931182 0.524223 50.00 71.76 9995 1.355469 0.388989 0.324659 0.993683 0.524223 50.00 72.19 9996 1.355469 0.388989 0.324659 0.993683 0.524223 50.00 71.35 9997 1.355469 0.388989 0.324659 0.993683 0.524223 50.00 72.59 9998 1.355469 0.388989 0.324659 0.993683 0.524223 50.00 72.20 9999 1.355469 0.388989 0.324659 0.993683 0.524223 50.00 72.1710000 1.355469 0.388989 0.324659 0.993683 0.524223 50.00 72.16 ------------------------------------------------------------------------------------- Generasi terakhir (generasi ke-10000) memiliki nilai objective function yang terbaik. *) nilai dalam persen

4. SUSUNAN KROMOSOM PADA GENERASI KE - 10000 (dengan jumlah populasi 50) : Susunan kromosom populasi ke-1 adalah ;1 0 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 0 1 1 1 1 0 1 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 1 0 1 1 1 0 0 1 1 1 1 0 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 1 1 1 0 0 1 1 0 0 0 0 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 0

Susunan kromosom populasi ke-2 adalah ;1 0 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 1 1 1 1 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 0 0 1 1 0 1 1 1 0 0 1 1 1 1 1 1 1 0 0 1 1 0 0 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1

Susunan kromosom populasi ke-3 adalah ;1 1 0 0 0 1 1 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 0 1 0 1 1 1 0 0 1 1 0 0 0 1 0 0 0 1 0 1 0 1 1 1 1 0 0 0 1 1 0 1 0 0 1 0 1 1 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 1 1 0 0 0 0 1 1 0 1 1 0 0 0 1 0 1 1 1 1 0 1 0 0 1 1 0 1 1 0 0

Susunan kromosom populasi ke-4 adalah ;0 0 1 0 0 1 1 1 0 1 1 1 0 0 0 1 1 1 1 1 0 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 0 0 1 0 1 1 0 1 1 0 1 0 0 1 0 1 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 1 1 1 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 1 1 0 0 1 1 1 0 1 1 1 0 0 1 1 0 0 0 0 1 1 1 0 1 1 0 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 0 0 1

Susunan kromosom populasi ke-5 adalah ;1 0 1 0 0 1 0 1 0 1 1 1 0 0 1 0 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 0 0 1 1 0 0 0 1 1 1 0 0 0 0 1 0 1 1 1 1 0 1 0 0 0 0 1 0 0 0 0 1 1 1 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1 1 1 1 1 1 1 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 1 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 1 1 1 1 0 1 1 1 0 1 0 1 0 0 0 1 1 0

Susunan kromosom populasi ke-6 adalah ;1 0 1 0 0 1 1 1 0 1 1 1 0 0 0 1 1 1 1 1 0 1 1 1 1 0 0 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 0 1 0 1 1 1 0 0 1 1 0 0 0 1 0 0 0 1 0 1 0 1 1 1 1 0 1 0 1 1 0 1 0 0 1 0 1 0 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 1 1 0 0 0 0 1 1 0 1 1 0 0 0 1 0 1 1 1 1 0 1 0 0 1 1 0 1 1 0 0

Susunan kromosom populasi ke-7 adalah ;1 0 1 1 1 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 0 0 0 1 1 0 1 1 0 0 1 0 0 1 0 0 1 1 0 1 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 1 1 0 1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0 1 0 1 0 0 0 1 0 0 1 1 1 1 1 0 0 1 0 0 0 0 0 0 1 0 1 1 0 0 1 0 1 0 1 1 1 1 0 0 1 1 1 1 1 1 1 0 0 1 1 0 0 0 0 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 0 0 0

Susunan kromosom populasi ke-8 adalah ;1 0 1 1 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 1 0 0 1 0 0 0 0 1 1 0 0 1 1 0 0 0 1 1 1 0 1 0 0 0 1 1 0 1 0 1 0 1 0 0 1 1 0 1 1 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1

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1 0 1 1 0 0 0 0 1 1 1 0 0 1 0 1 0 1 1 0 1 1 1 0 0 0 1 0 1 0 0 1 1 1 0 0 1 0 1 1 1 0 0 0 1 1 1 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 1 1 0 0 1 1 1 0 0 1 1 1 1

Susunan kromosom populasi ke-9 adalah ;1 0 0 1 1 1 1 1 1 1 0 0 1 1 1 1 0 1 0 1 1 0 0 1 0 0 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 1 1 0 0 1 1 1 0 0 0 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 0 1 1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0 1 0 1 0 0 1 0 0 1 1 1 1 0 1 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 1 1 1 0 1 0 1 1 1 1 0 0 0 0 1 1 1 1 1 0 1 1 0 1 0 1 1 1 1 1 1 0 1 0 1 1 0 1 0

Susunan kromosom populasi ke-10 adalah ;1 0 1 1 1 0 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 1 1 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 1 0 1 0 1 0 1 1 1 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 1 1 0 1 0 1 1 0 0 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 0 0 0 1 1 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 1 0 0 1 1 1 1

Susunan kromosom populasi ke-11 adalah ;1 0 1 0 1 1 1 1 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 0 0 1 1 0 1 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 0 1 1 1 1 0 1 0 0 0 0 0 1 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 1 0 1 1 1 0 0 1 1 1 1 0 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 1 1 0 0 0 1 1 0 0 0 0 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 0 0 0 1 0

Susunan kromosom populasi ke-12 adalah ;1 0 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 1 0 1 1 1 1 1 0 1 1 0 1 1 0 0 1 1 0 1 1 0 1 0 0 1 0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 1 0 0 0 1 0 1 0 0 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 1 1 0 1 0 1 1 1 0 1 1 0 1 1 1 1 0 0 1 0 1 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 1 1 0 1 1 0 1 1 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 1

Susunan kromosom populasi ke-13 adalah ;1 0 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 1 0 1 1 0 1 1 0 1 0 0 0 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 1 1 0 0 1 0 1 1 1 1 0 1 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 1 0 1 1 1 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 1 0 0 0 0 0 1 0 1 1 1 0 1 0 0 1 1 1 1 1 1 1 0 0 1 1 0 0 1 1

Susunan kromosom populasi ke-14 adalah ;1 0 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 1 1 0 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 1 1 0 0 1 1 0 0 0 0 1 0 1 0 0 1 0 1 1 0 0 1 0 1 1 1 1 1 0 0 1 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 1 0 0 1 1 0 0 0 0 1 0 1 1 1 0 0 1 1 1 1 1 0 1 0 0 1 1 1 0 0 1 1 1 1

Susunan kromosom populasi ke-15 adalah ;1 0 1 0 1 1 1 1 0 1 1 1 1 0 1 0 1 1 0 1 1 1 1 0 1 0 1 0 1 1 0 1 0 1 1 0 0 1 0 1 1 1 1 0 0 1 1 1 1 0 0 1 0 1 0 0 1 1 1 1 1 0 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 0 1 0 1 0 1 0 0 1 1 1 0 0 1 1 1 1 0 1 1 1 1 0 1 0 1 0 1 0 1 1 0 0 0 0 1 0 1 1 1 0 0 1 1 1 1 1 1 1 1 0 0 1 0 0 1 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 1 1 1 0 1 1 0 0 1 1

Susunan kromosom populasi ke-16 adalah ;1 0 0 0 0 1 1 1 0 0 1 1 0 0 0 1 1 1 1 0 0 1 1 1 1 0 0 0 1 1 0 0 1 1 1 1 0 1 0 1 0 1 1 0 0 1 1 1 0 1 1 1 0 1 0 0 0 1 1 1 1 1 1 0 1 0 1 1 1 0 0 0 1 1 1 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 1 1 1 1 0 1 0 0 0 1 0 0 1 1 1 0 0 1 1 1 1 0 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 1 1 1 1 1 1 0 0 1

Susunan kromosom populasi ke-17 adalah ;1 1 1 1 0 0 0 1 1 1 1 1 1 0 0 0 1 1 0 1 1 1 1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 1 1 1 1 0 1 1 0 1 1 1 0 1 0 1 0 1 1 0 0 0 1 0 1 0 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 1 0 0 0 1 0 1 0 1 1 0 1 0 0 0 1 1 0 0 1 1 1 0 0 0 1 0 1 0 0 1 1 1 1 0 1 1 1 1 1 1 1 0 0 1 1 0 0 1 0 0 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 0

Susunan kromosom populasi ke-18 adalah ;1 1 1 0 0 0 1 1 0 1 1 1 0 0 0 1 1 1 1 0 0 1 1 1 1 0 1 1 1 1 1 0 1 0 0 0 0 1 0 1 0 1 1 0 0 1 1 1 0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 1 1 1 0 0 0 1 0 0 1 1 0 0 0 1 1 1 1 0 0 0 1 1 0 0 1 0 1 0 1 0 0 1 0 1 0 0 1 1 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 0 1 0 0 1 1 0 0 0 1 0 1 1 1 1 1 0 1 0 1 1 1 1 0 0 1 1 1 1

Susunan kromosom populasi ke-19 adalah ;1 0 1 0 1 0 0 1 0 1 1 1 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 0 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 1 1 1 1 0 1 1 1 0 0 1 0 0 0 1 1 1 0 0 0 1 1 1 0 1 1 1 1 0 1 1 0 0 1 1 1 1 0 1 0 1 1 0 0 0 1 1 0 0 0 0 1 1 1 0 1 0 1 0 1 1 0 1 0 1 1 0 1 0 0 0 0 1 1 1 1

Susunan kromosom populasi ke-20 adalah ;

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1 0 1 0 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 0 0 0 1 0 0 1 1 1 0 0 0 1 1 0 1 1 0 0 1 1 0 1 0 1 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 0 0 0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 1 1 1 0 0 1 1 1 1 1 0 0 1 1 1 0 1 0 1 1 1 1 0 0 0 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 0 0 1 1 1 0 0 1 0

Susunan kromosom populasi ke-21 adalah ;1 0 1 0 0 0 0 1 0 1 1 1 0 1 1 0 1 1 1 1 0 1 0 1 1 0 0 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 0 0 1 1 0 1 0 1 1 0 1 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 1 0 1 1 1 0 0 0 0 1 1 1 0 1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 1 0 0 0 1 0 1 0 1 1 0 1 0 0 1 1 1 1 1 0 1 1 1 1 0 1 0 0 1 1 1 0 0 0 1 1 1 1 1 1 1 0 1 0 1 0 0 0 0 0 0 1 0 1 1 0 1 1 1 0

Susunan kromosom populasi ke-22 adalah ;1 0 1 0 1 1 0 1 0 1 1 1 1 0 0 1 1 1 1 1 0 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 0 1 0 0 1 0 1 1 1 1 0 1 1 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 1 1 1 0 0 1 0 1 0 1 0 0 1 0 0 1 0 0 1 1 1 1 0 1 0 1 1 1 0 0 1 1 1 1 0 1 0 0 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 0 1 1 0 0 0 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 0 1 1 1 1 0 1 0

Susunan kromosom populasi ke-23 adalah ;1 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 1 0 1 1 1 1 0 0 0 0 1 0 0 1 0 0 1 1 1 0 0 1 1 0 1 1 0 0 0 1 0 0 1 1 1 1 1 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1 1 1 0 1 0 1 0 0 0 1 1 1 1 1 1 0 0 1 1 1 1 0 1 1 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 0

Susunan kromosom populasi ke-24 adalah ;1 0 1 0 1 1 0 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 0 1 1 1 0 0 1 0 0 0 0 1 0 0 1 0 1 1 1 1 0 1 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0 0 1 1 1 1 1 0 0 1 0 0 0 1 1 1 0 0 1 1 1 0 1 0 1 0 1 1 1 0 0 1 0 1 1 0 0 1 0 0 0 1 1 1 1 1 1 0 0 1 0 1 1 1 1 0 1 1

Susunan kromosom populasi ke-25 adalah ;1 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 0 1 0 0 1 1 1 1 1 1 0 1 0 1 0 0 0 0 1 1 1 1 1 0 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1 0 1 0 1 0 1 1 0 1 0 0 1 1 1 0 0 0 0 1 0 1 0 0 0 1 0 1 1 0 1 0 0 0 1 1 0 0 1 1 1 0 1 0 1 0 1 0 1 1 0 1 0 0 1 1 1 1 1 1 1 0 0 1 1 0 1 0 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 0 1 0 0 1 0 0 1 0

Susunan kromosom populasi ke-26 adalah ;1 1 1 0 1 0 1 1 0 1 1 1 0 0 0 1 0 1 1 0 0 1 1 1 1 0 1 1 1 1 1 1 1 0 0 0 0 1 0 1 0 1 1 0 0 0 1 1 0 1 0 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 1 0 0 1 1 0 0 0 1 1 1 1 0 0 0 1 1 0 0 1 0 1 0 1 0 0 1 0 1 0 0 1 1 0 1 0 0 0 1 1 1 0 0 0 1 1 1 1 0 0 0 0 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 1 0 1 0 1 1 0 1 0

Susunan kromosom populasi ke-27 adalah ;1 0 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 1 1 1 0 1 1 0 1 0 1 0 1 0 0 0 0 1 0 1 1 1 1 1 1 1 0 1 1 1 0 0 1 0 0 0 1 1 1 0 0 0 1 1 0 0 1 1 1 1 0 1 1 0 0 1 1 0 1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 1 1 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 0 0 0

Susunan kromosom populasi ke-28 adalah ;1 1 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 1 0 0 1 1 1 0 0 1 0 0 1 0 1 1 1 1 0 1 0 1 0 1 1 1 0 1 1 1 1 1 0 0 0 1 0 0 1 1 1 1 1 0 1 0 1 1 0 1 0 0 0 0 0 1 1 0 0 0 1 1 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 1 0 0 1 0 1 0 1 1 1 1 0 1 1 0 1 0 1 0 0 0 0 1 1 0 0 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 1 0 1 0 0 0 0 1 1 1 1

Susunan kromosom populasi ke-29 adalah ;1 0 1 0 1 1 0 0 0 1 0 0 1 1 1 0 1 0 1 1 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 1 0 1 1 0 0 1 1 1 0 0 1 1 0 0 0 0 0 0 1 1 1 1 0 1 0 1 0 0 1 1 0 1 1 0 0 0 1 1 1 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 1 0 0 0 0 1 0 1 1 1 0 0 1 1 1 1 1 1 1 0 0 1 1 0 0 0 0 0 1 1 0 1 0 0 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 0 1 0

Susunan kromosom populasi ke-30 adalah ;0 0 1 0 1 1 1 1 0 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 1 1 1 1 1 0 1 0 1 1 0 0 1 1 1 1 0 0 1 0 1 0 0 1 1 0 1 0 0 0 1 1 1 0 0 1 0 1 1 1 1 0 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 0 0 0 1 1 0 1 0 0 1 1 0 1 0 1 1 0 1 1 0 0 1 0 0 1 1 1 1 0 0 1 1 1 0 1 0 0 0 1 0 1 0 0 0 0 1 1 0 1 1 0 1 0 1 1 1 1 1 1 0 0 1 0 1 0 0 1 0 1 1

Susunan kromosom populasi ke-31 adalah ;1 0 1 0 0 1 1 1 0 1 1 0 0 0 0 1 1 1 1 1 0 1 1 1 1 0 1 1 1 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 0 1 0 1 1 0 0 0

Page 10: economicsinsight.files.wordpress.com · Web view1 1 0 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 0 1 1 0 1 0 0 1 0 1 0 0 1 1 0 0 1 1 1 1 1 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 1 0 1 1 1 1 1 0

1 1 0 0 0 1 0 0 0 1 0 1 0 1 1 1 1 0 1 0 1 1 1 1 0 0 1 0 1 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 1 1 0 1 1 0 0 1 1 0 1 0 0 1 1 1 1 1 1 1 1 1 0 0 1 1 1 0 1 0 0 1

Susunan kromosom populasi ke-32 adalah ;1 0 1 0 1 1 1 1 1 0 1 1 0 1 0 1 1 1 1 1 0 1 1 1 1 0 1 0 1 1 1 1 1 0 1 1 0 1 1 0 0 1 1 0 1 1 0 0 0 0 1 0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 1 0 0 0 1 0 1 0 0 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 1 1 0 1 0 1 0 1 0 1 1 0 1 1 1 1 0 0 1 0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 1 1 0 0 0 0 1 1 0 1 1 0 0 0 1 0 1 1 1 1 0 1 0 0 1 1 0 1 1 0 0

Susunan kromosom populasi ke-33 adalah ;1 0 1 1 1 0 0 1 0 1 1 1 0 1 1 0 1 1 1 1 1 0 1 0 1 0 1 1 1 1 0 0 1 1 0 0 0 1 1 0 0 1 1 0 1 0 1 1 0 0 1 0 0 0 1 1 0 1 1 1 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1 0 0 0 0 1 0 1 0 1 0 0 1 1 0 0 1 1 1 1 1 0 0 1 0 0 0 0 0 0 1 0 1 1 0 0 1 0 1 0 1 1 1 1 0 0 1 1 1 1 1 1 1 0 0 1 1 0 0 0 0 1 0 1 1 1 0 0 1 0 1 1 0 1 1 1 1 1 0 1 0 1 1 0 1 0

Susunan kromosom populasi ke-34 adalah ;1 1 1 0 1 0 1 1 1 1 1 1 0 0 0 1 1 1 1 0 0 1 1 1 1 0 1 1 1 1 1 1 1 0 0 0 0 1 0 1 0 1 1 0 0 0 1 1 0 1 0 1 1 0 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 1 1 1 0 0 0 1 0 0 1 1 0 0 0 1 1 1 1 0 0 0 1 1 0 0 1 0 1 0 1 0 0 0 0 1 0 0 1 1 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 0 0 0 0 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 0 0 0

Susunan kromosom populasi ke-35 adalah ;1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 1 0 1 1 0 0 1 0 0 1 0 1 1 1 1 0 1 0 0 1 0 0 1 0 0 1 1 1 0 1 1 1 0 1 0 0 0 0 1 1 0 1 0 0 0 1 1 0 1 1 0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 1 1 1 0 1 1 1 1 0 1 1 1 0 0 1 0 0 0 0 0 1 0 1 0 1 1 0 1 0 1 0 1 1 1 0 1 1 0 1 1 0 1 0 0 1

Susunan kromosom populasi ke-36 adalah ;1 0 1 0 0 1 1 1 1 1 0 1 1 1 1 1 0 1 0 0 0 1 1 0 1 0 0 0 1 1 0 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 1 1 1 0 0 0 1 0 0 1 1 1 0 1 1 0 0 0 1 0 1 0 0 0 1 1 1 0 0 1 0 1 1 0 1 0 1 0 1 0 0 0 1 1 1 1 1 1 0 0 1 1 1 1 0 1 1 1 0 1 1 0 0 1 0 0 0 1 1 1 0 0 1 1 1 0 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 1 0 0 0 1 1 1 0 1 1 0 0 1 0 1 1 1 1 0 1 1

Susunan kromosom populasi ke-37 adalah ;1 0 1 0 0 1 0 1 1 1 1 1 0 1 1 1 0 1 1 0 0 1 1 0 1 0 0 0 0 1 0 1 1 1 0 1 1 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 1 1 1 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 0 0 1 1 0 1 1 1 0 0 1 1 1 0 1 1 1 0 0 1 1 0 0 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1

Susunan kromosom populasi ke-38 adalah ;1 0 1 1 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 1 1 0 1 1 0 1 1 1 0 1 0 0 0 0 0 1 1 1 0 0 1 1 1 1 0 0 0 0 1 1 1 1 0 1 0 1 0 0 1 0 0 1 1 0 0 0 1 1 1 0 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 0 1 1 1 0 0 1 0 1 0 1 1 0 1 1 1 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 1

Susunan kromosom populasi ke-39 adalah ;1 0 1 0 1 1 1 1 0 1 1 1 0 0 0 1 1 1 1 1 0 1 1 1 1 0 0 0 0 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 0 0 1 1 1 1 1 0 1 1 1 1 1 0 0 1 0 1 1 1 0 0 1 1 0 0 0 1 0 0 0 1 0 1 0 1 1 1 1 0 0 0 1 1 0 0 0 0 1 0 0 0 1 1 1 1 1 1 1 1 0 1 0 1 1 0 0 1 1 0 1 0 0 0 1 1 0 0 1 0 1 1 1 0 1 0 1 0 0 0 1 1 0 0 1 1 1 0

Susunan kromosom populasi ke-40 adalah ;1 0 1 0 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 1 0 0 1 1 1 1 0 0 1 0 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 0 1 0 1 1 1 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 1 0 1 0 0 0 1 1 1 0 1 1 0 1 0 0 1 0 1 0 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 1 1 0 0 0 0 1 1 0 1 1 0 0 0 1 0 1 1 1 1 0 1 0 0 1 1 0 1 1 0 0

Susunan kromosom populasi ke-41 adalah ;1 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 1 0 1 1 1 1 0 0 0 0 1 0 0 1 0 0 1 1 1 0 0 1 1 0 1 1 0 0 0 1 0 0 1 1 1 0 1 1 0 0 0 1 0 1 0 0 0 1 1 1 0 0 1 0 1 1 0 0 0 1 0 1 0 0 0 1 1 1 1 1 1 0 0 1 1 1 1 0 0 1 1 0 1 1 0 0 1 0 0 0 1 1 1 0 0 1 1 1 0 1 0 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 0 1 0

Susunan kromosom populasi ke-42 adalah ;1 0 1 0 1 0 0 1 0 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 0 0 0 1 0 0 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 0 1 0 1 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 0 1 0 1 1 0 0 0 0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 1 1 0 1 1 1 1 0 1 0 0 1 1 1 1 1 0 1 1 1 1 0 1 0 0 1 1 1 0 0 1 0 1 1 0 0 1 0 0 0 1 1 1 1 1 1 0 0 1 0 1 1 0 1 0 1 1

Susunan kromosom populasi ke-43 adalah ;

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1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 1 0 0 0 0 1 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 1 0 1 1 1 0 0 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 1 1 1 0 0 1 1 1 1 1 0 1 1 1 1 0 1 0 0 1 1 1 0 0 0 1 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 0 1 0 0 1 0 1 1

Susunan kromosom populasi ke-44 adalah ;1 0 1 0 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 1 0 0 1 1 0 1 1 1 1 1 1 0 0 1 0 1 1 0 0 1 1 1 1 0 0 1 0 1 0 0 1 1 0 1 0 0 0 1 1 1 0 0 1 0 1 1 1 1 0 1 0 0 0 0 1 0 0 1 0 0 1 1 0 0 0 0 0 1 1 0 1 0 0 1 1 0 1 0 1 1 0 1 1 0 0 1 0 0 1 1 1 1 0 0 1 1 1 0 1 0 0 0 1 1 1 0 0 0 0 1 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 0 1 1 1 1 0 1 0

Susunan kromosom populasi ke-45 adalah ;1 0 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 0 0 0 1 1 0 1 1 1 1 1 1 1 0 1 0 1 1 0 0 1 0 1 1 0 0 1 0 1 0 0 1 1 0 1 1 0 0 1 0 1 1 0 1 1 1 1 0 1 1 0 1 0 0 0 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 0 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 0 1 0 1 1 1 0 0 0 0 1 1 0 1 1 0 0 0 1 0 1 1 1 1 0 1 0 0 1 1 0 1 1 0 0

Susunan kromosom populasi ke-46 adalah ;1 0 1 0 0 1 1 1 0 0 1 1 0 0 0 1 1 1 1 1 0 1 1 1 1 0 0 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 1 1 0 1 1 1 0 0 1 1 0 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 0 1 1 0 1 0 0 1 0 1 0 0 1 1 0 0 1 1 1 1 1 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 1 0 1 1 1 1 1 0 1 0 1 1 1 1 0 0 1 0

Susunan kromosom populasi ke-47 adalah ;1 1 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 1 0 0 1 1 1 0 0 1 0 0 1 0 1 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 1 1 0 0 0 1 0 0 1 1 1 1 1 0 1 0 1 1 0 1 0 0 0 0 0 1 1 0 0 0 1 1 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 1 1 0 1 0 1 0 1 1 1 1 0 0 0 1 1 1 1 1 1 0 0 1 1 0 1 0 0 1 1 1 0 1 1 0 1 0 1 1 0 1 1 1 1 1 0 1 1 0 1 0 0 1

Susunan kromosom populasi ke-48 adalah ;1 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 1 1 0 1 0 1 0 0 1 1 1 1 0 1 1 0 0 0 0 0 1 1 1 0 0 1 1 1 1 0 0 0 0 1 1 0 1 0 0 0 1 1 0 1 1 0 1 1 1 0 0 1 0 1 0 0 0 0 1 0 1 0 1 1 1 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 1 1 1 0 1 1 1 1 0 0 1 1 0 0 1 0 0 0 0 1 1 0 1 0 1 1 0 1 0 1 0 1 1 1 0 1 1 0 1 1 1 0 0 0 0

Susunan kromosom populasi ke-49 adalah ;1 0 1 0 1 1 1 0 0 0 1 0 1 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 0 1 0 1 1 1 0 1 1 0 1 0 0 1 0 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 1 1 0 0 1 1 1 1 1 1 0 1 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 1 1 1 0 0 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 1 1 1 0 0 0 1 1 1 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 1 0 0 0 1 1 1 1 0 1 1 1 1

Susunan kromosom populasi ke-50 adalah ;1 0 1 1 1 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 0 0 0 1 1 1 1 1 0 0 1 0 0 1 0 0 1 1 0 1 1 0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 1 1 0 1 1 0 0 0 1 1 1 0 0 0 0 1 0 1 0 1 1 0 1 1 0 0 0 0 1 1 1 0 0 1 0 1 0 1 1 0 1 1 1 1 0 0 0 0 1 0 0 1 1 1 0 0 1 0 1 1 0 1 1 0 0 1 1 0 0 0 0 1 0 1 1 1 0 0 1 1 1 1 0 1 1 1 1 0 1 1 0 1 0 0 1 0

5. EVALUASI KESERAGAMAN UNSUR KROMOSOM PADA GENERASI TERAKHIR : (Setiap populasi terdiri atas 160 unsur kromosom)

Tingkat keseragaman unsur kromosom ke 1 = 96.0 persen Tingkat keseragaman unsur kromosom ke 2 = 84.0 persen Tingkat keseragaman unsur kromosom ke 3 = 92.0 persen Tingkat keseragaman unsur kromosom ke 4 = 74.0 persen Tingkat keseragaman unsur kromosom ke 5 = 72.0 persen Tingkat keseragaman unsur kromosom ke 6 = 78.0 persen Tingkat keseragaman unsur kromosom ke 7 = 60.0 persen Tingkat keseragaman unsur kromosom ke 8 = 92.0 persen Tingkat keseragaman unsur kromosom ke 9 = 70.0 persen Tingkat keseragaman unsur kromosom ke 10 = 82.0 persen Tingkat keseragaman unsur kromosom ke 11 = 88.0 persen Tingkat keseragaman unsur kromosom ke 12 = 88.0 persen Tingkat keseragaman unsur kromosom ke 13 = 68.0 persen Tingkat keseragaman unsur kromosom ke 14 = 62.0 persen Tingkat keseragaman unsur kromosom ke 15 = 66.0 persen Tingkat keseragaman unsur kromosom ke 16 = 72.0 persen Tingkat keseragaman unsur kromosom ke 17 = 86.0 persen Tingkat keseragaman unsur kromosom ke 18 = 88.0 persen Tingkat keseragaman unsur kromosom ke 19 = 82.0 persen Tingkat keseragaman unsur kromosom ke 20 = 76.0 persen Tingkat keseragaman unsur kromosom ke 21 = 54.0 persen

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Tingkat keseragaman unsur kromosom ke 22 = 66.0 persen Tingkat keseragaman unsur kromosom ke 23 = 96.0 persen Tingkat keseragaman unsur kromosom ke 24 = 82.0 persen Tingkat keseragaman unsur kromosom ke 25 = 86.0 persen Tingkat keseragaman unsur kromosom ke 26 = 68.0 persen Tingkat keseragaman unsur kromosom ke 27 = 50.0 persen Tingkat keseragaman unsur kromosom ke 28 = 74.0 persen Tingkat keseragaman unsur kromosom ke 29 = 88.0 persen Tingkat keseragaman unsur kromosom ke 30 = 90.0 persen Tingkat keseragaman unsur kromosom ke 31 = 56.0 persen Tingkat keseragaman unsur kromosom ke 32 = 68.0 persen Tingkat keseragaman unsur kromosom ke 33 = 92.0 persen Tingkat keseragaman unsur kromosom ke 34 = 58.0 persen Tingkat keseragaman unsur kromosom ke 35 = 64.0 persen Tingkat keseragaman unsur kromosom ke 36 = 74.0 persen Tingkat keseragaman unsur kromosom ke 37 = 72.0 persen Tingkat keseragaman unsur kromosom ke 38 = 64.0 persen Tingkat keseragaman unsur kromosom ke 39 = 66.0 persen Tingkat keseragaman unsur kromosom ke 40 = 56.0 persen Tingkat keseragaman unsur kromosom ke 41 = 88.0 persen Tingkat keseragaman unsur kromosom ke 42 = 88.0 persen Tingkat keseragaman unsur kromosom ke 43 = 72.0 persen Tingkat keseragaman unsur kromosom ke 44 = 86.0 persen Tingkat keseragaman unsur kromosom ke 45 = 74.0 persen Tingkat keseragaman unsur kromosom ke 46 = 54.0 persen Tingkat keseragaman unsur kromosom ke 47 = 72.0 persen Tingkat keseragaman unsur kromosom ke 48 = 88.0 persen Tingkat keseragaman unsur kromosom ke 49 = 56.0 persen Tingkat keseragaman unsur kromosom ke 50 = 58.0 persen Tingkat keseragaman unsur kromosom ke 51 = 60.0 persen Tingkat keseragaman unsur kromosom ke 52 = 54.0 persen Tingkat keseragaman unsur kromosom ke 53 = 68.0 persen Tingkat keseragaman unsur kromosom ke 54 = 62.0 persen Tingkat keseragaman unsur kromosom ke 55 = 52.0 persen Tingkat keseragaman unsur kromosom ke 56 = 64.0 persen Tingkat keseragaman unsur kromosom ke 57 = 58.0 persen Tingkat keseragaman unsur kromosom ke 58 = 76.0 persen Tingkat keseragaman unsur kromosom ke 59 = 64.0 persen Tingkat keseragaman unsur kromosom ke 60 = 66.0 persen Tingkat keseragaman unsur kromosom ke 61 = 70.0 persen Tingkat keseragaman unsur kromosom ke 62 = 52.0 persen Tingkat keseragaman unsur kromosom ke 63 = 70.0 persen Tingkat keseragaman unsur kromosom ke 64 = 70.0 persen Tingkat keseragaman unsur kromosom ke 65 = 66.0 persen Tingkat keseragaman unsur kromosom ke 66 = 64.0 persen Tingkat keseragaman unsur kromosom ke 67 = 70.0 persen Tingkat keseragaman unsur kromosom ke 68 = 56.0 persen Tingkat keseragaman unsur kromosom ke 69 = 80.0 persen Tingkat keseragaman unsur kromosom ke 70 = 86.0 persen Tingkat keseragaman unsur kromosom ke 71 = 58.0 persen Tingkat keseragaman unsur kromosom ke 72 = 64.0 persen Tingkat keseragaman unsur kromosom ke 73 = 94.0 persen Tingkat keseragaman unsur kromosom ke 74 = 76.0 persen Tingkat keseragaman unsur kromosom ke 75 = 64.0 persen Tingkat keseragaman unsur kromosom ke 76 = 66.0 persen Tingkat keseragaman unsur kromosom ke 77 = 86.0 persen Tingkat keseragaman unsur kromosom ke 78 = 74.0 persen Tingkat keseragaman unsur kromosom ke 79 = 78.0 persen Tingkat keseragaman unsur kromosom ke 80 = 82.0 persen Tingkat keseragaman unsur kromosom ke 81 = 68.0 persen Tingkat keseragaman unsur kromosom ke 82 = 66.0 persen Tingkat keseragaman unsur kromosom ke 83 = 88.0 persen Tingkat keseragaman unsur kromosom ke 84 = 66.0 persen Tingkat keseragaman unsur kromosom ke 85 = 64.0 persen Tingkat keseragaman unsur kromosom ke 86 = 64.0 persen Tingkat keseragaman unsur kromosom ke 87 = 58.0 persen Tingkat keseragaman unsur kromosom ke 88 = 64.0 persen Tingkat keseragaman unsur kromosom ke 89 = 92.0 persen Tingkat keseragaman unsur kromosom ke 90 = 76.0 persen Tingkat keseragaman unsur kromosom ke 91 = 82.0 persen Tingkat keseragaman unsur kromosom ke 92 = 76.0 persen

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Tingkat keseragaman unsur kromosom ke 93 = 68.0 persen Tingkat keseragaman unsur kromosom ke 94 = 86.0 persen Tingkat keseragaman unsur kromosom ke 95 = 50.0 persen Tingkat keseragaman unsur kromosom ke 96 = 70.0 persen Tingkat keseragaman unsur kromosom ke 97 = 64.0 persen Tingkat keseragaman unsur kromosom ke 98 = 72.0 persen Tingkat keseragaman unsur kromosom ke 99 = 54.0 persen Tingkat keseragaman unsur kromosom ke 100 = 70.0 persen Tingkat keseragaman unsur kromosom ke 101 = 60.0 persen Tingkat keseragaman unsur kromosom ke 102 = 52.0 persen Tingkat keseragaman unsur kromosom ke 103 = 60.0 persen Tingkat keseragaman unsur kromosom ke 104 = 82.0 persen Tingkat keseragaman unsur kromosom ke 105 = 82.0 persen Tingkat keseragaman unsur kromosom ke 106 = 74.0 persen Tingkat keseragaman unsur kromosom ke 107 = 68.0 persen Tingkat keseragaman unsur kromosom ke 108 = 70.0 persen Tingkat keseragaman unsur kromosom ke 109 = 58.0 persen Tingkat keseragaman unsur kromosom ke 110 = 80.0 persen Tingkat keseragaman unsur kromosom ke 111 = 52.0 persen Tingkat keseragaman unsur kromosom ke 112 = 68.0 persen Tingkat keseragaman unsur kromosom ke 113 = 50.0 persen Tingkat keseragaman unsur kromosom ke 114 = 82.0 persen Tingkat keseragaman unsur kromosom ke 115 = 60.0 persen Tingkat keseragaman unsur kromosom ke 116 = 94.0 persen Tingkat keseragaman unsur kromosom ke 117 = 62.0 persen Tingkat keseragaman unsur kromosom ke 118 = 88.0 persen Tingkat keseragaman unsur kromosom ke 119 = 70.0 persen Tingkat keseragaman unsur kromosom ke 120 = 82.0 persen Tingkat keseragaman unsur kromosom ke 121 = 84.0 persen Tingkat keseragaman unsur kromosom ke 122 = 76.0 persen Tingkat keseragaman unsur kromosom ke 123 = 98.0 persen Tingkat keseragaman unsur kromosom ke 124 = 66.0 persen Tingkat keseragaman unsur kromosom ke 125 = 70.0 persen Tingkat keseragaman unsur kromosom ke 126 = 80.0 persen Tingkat keseragaman unsur kromosom ke 127 = 64.0 persen Tingkat keseragaman unsur kromosom ke 128 = 84.0 persen Tingkat keseragaman unsur kromosom ke 129 = 52.0 persen Tingkat keseragaman unsur kromosom ke 130 = 92.0 persen Tingkat keseragaman unsur kromosom ke 131 = 86.0 persen Tingkat keseragaman unsur kromosom ke 132 = 96.0 persen Tingkat keseragaman unsur kromosom ke 133 = 84.0 persen Tingkat keseragaman unsur kromosom ke 134 = 90.0 persen Tingkat keseragaman unsur kromosom ke 135 = 82.0 persen Tingkat keseragaman unsur kromosom ke 136 = 88.0 persen Tingkat keseragaman unsur kromosom ke 137 = 80.0 persen Tingkat keseragaman unsur kromosom ke 138 = 60.0 persen Tingkat keseragaman unsur kromosom ke 139 = 60.0 persen Tingkat keseragaman unsur kromosom ke 140 = 88.0 persen Tingkat keseragaman unsur kromosom ke 141 = 52.0 persen Tingkat keseragaman unsur kromosom ke 142 = 72.0 persen Tingkat keseragaman unsur kromosom ke 143 = 68.0 persen Tingkat keseragaman unsur kromosom ke 144 = 52.0 persen Tingkat keseragaman unsur kromosom ke 145 = 88.0 persen Tingkat keseragaman unsur kromosom ke 146 = 76.0 persen Tingkat keseragaman unsur kromosom ke 147 = 84.0 persen Tingkat keseragaman unsur kromosom ke 148 = 82.0 persen Tingkat keseragaman unsur kromosom ke 149 = 96.0 persen Tingkat keseragaman unsur kromosom ke 150 = 54.0 persen Tingkat keseragaman unsur kromosom ke 151 = 62.0 persen Tingkat keseragaman unsur kromosom ke 152 = 66.0 persen Tingkat keseragaman unsur kromosom ke 153 = 72.0 persen Tingkat keseragaman unsur kromosom ke 154 = 88.0 persen Tingkat keseragaman unsur kromosom ke 155 = 70.0 persen Tingkat keseragaman unsur kromosom ke 156 = 52.0 persen Tingkat keseragaman unsur kromosom ke 157 = 68.0 persen Tingkat keseragaman unsur kromosom ke 158 = 62.0 persen Tingkat keseragaman unsur kromosom ke 159 = 70.0 persen Tingkat keseragaman unsur kromosom ke 160 = 54.0 persen

6. KESIMPULAN AKHIR :

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a. Tingkat keseragaman terkecil unsur kromosom yang disyaratkan (persen) = 90.00 b. Tingkat keseragaman terkecil unsur kromosom yang terjadi (persen) = 50.00 c. Hasil simulasi belum memenuhi persyaratan terkecil keseragaman unsur kromosom d. Parameter hasil simulasi Algoritma Genetik : - Beta(1) = 1.355469 - Beta(2) = 0.388989 - Beta(3) = 0.324659 - Beta(4) = 0.993683 - S(beta) = 0.524223 e. Nilai AIC = 3.780369 f. Nilai SC = 64.494127

LAMPIRAN 3BEDITOR PROGRAM MATLAB – SIMULASI 2 ALGORITMA GENETIKA-NONLINIER LEAST SQUAREFUNGSI PRODUKSI CES

clear, clc;fprintf('Algoritma Genetika - Nonlinier Least Square - Simulasi 2\n');fprintf('Fungsi Produksi CES \n');fprintf('Menaksir parameter b1, b2, b3 dan b4 Fungsi Produksi CES \n');fprintf('Memerlukan File: lsces, evalpopu, evalech, bit2num, nextpopu \n');fprintf('Oleh : La Ode Sabaruddin (1006782570)\n');fprintf('Program Pasca Sarjana Ilmu Ekonomi Universitas Indonesia \n');fprintf('............................................................... \n\n\n');

t=cputime; t=cputime;generation_n = 15000; % jumlah generasipopuSize = 50; % jumlah populasixover_rate = 1.0; % crossover ratemutate_rate = 0.02; % mutation rateconverge = 90; % persen kriteria konvergensi kromosom untuk semua populasi dalam 1 generasibit_n = 40; % jumlah bit untuk setiap varabel inputobj_fcn = 'lsces'; % fungsi Objectivevar_n = 4; % jumlah input variabelrange = [ 0 2; 0 1; 0 1 ; 0 1]; popu = rand(popuSize, bit_n*var_n) > 0.5;upper = zeros(generation_n, 1);average = zeros(generation_n, 1);lower = zeros(generation_n, 1);

%2. ASUMSI DAN KRITERIAfprintf('1. ASUMSI DAN KRITERIA : \n\n');fprintf(' a. Jumlah Generasi Definisi Awal =%9.2f \n',generation_n);fprintf(' b. Jumlah Populasi =%9.2f \n',popuSize);fprintf(' c. Xover Rate =%9.2f \n',xover_rate);fprintf(' d. Mutation Rate =%9.2f \n',mutate_rate);fprintf(' e. Jumlah bit untuk setiap variabel input =%9.2f \n\n',bit_n);fprintf(' f. Range variabel beta(1), beta(2) dan beta(3) = [0 2; 0 1; 0 1] \n\n');fprintf(' g. Tingkat keseragaman terkecil setiap unsur kromosom per generasi \n'),fprintf(' yang disyaratkan =%9.2f \n\n\n',converge);

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%3. HASIL OPTIMASI OBJECTIVE FUNCTIONfprintf('2. NILAI OBJECTIVE FUNCTION TERBAIK PADA SETIAP GENERASI : \n\n'); fprintf(' ---------------------------------------------------------------------\n'); fprintf(' tingkat keseragaman \n'); fprintf(' Genrsi beta(1) beta(2) beta(3) beta(4) S(beta) kromosom *) \n'); fprintf(' terkecil rata-rata \n'); fprintf(' ---------------------------------------------------------------------\n'); for i = 1:generation_n; k = i; fcn_value = evalpopu(popu, bit_n, range, obj_fcn); upper(i) = max(fcn_value); average(i) = mean(fcn_value); lower(i) = min(fcn_value); [best, index] = min(fcn_value); popu = nextpopu(popu, fcn_value, xover_rate, mutate_rate, k); % *** Kriteria Konvergensi kon=(sum(popu))/popuSize*100; popu_s = size(popu, 1); string_leng = size(popu, 2); for j=1:string_leng if kon(j)<50 kon(j)=100-kon(j); end prc=min(kon); avrg=mean(kon); end if prc>converge fprintf('%5.0f %10.6f %10.6f %10.6f %10.6f %13.6f %8.2f %12.2f\n',i,... bit2num(popu(index, 1:bit_n), range(1,:)),... bit2num(popu(index, bit_n+1:2*bit_n), range(2,:)),... bit2num(popu(index, 2*bit_n+1:3*bit_n), range(3,:)), ... bit2num(popu(index, 3*bit_n+1:4*bit_n), range(4,:)), ... best,prc,avrg); break; end; fprintf('%5.0f %10.6f %10.6f %10.6f %10.6f %13.6f %8.2f %12.2f\n',i,... bit2num(popu(index, 1:bit_n), range(1,:)),... bit2num(popu(index, bit_n+1:2*bit_n), range(2,:)),... bit2num(popu(index, 2*bit_n+1:3*bit_n), range(3,:)), ... bit2num(popu(index, 3*bit_n+1:4*bit_n), range(4,:)), ... best,prc,avrg);endr=i;

fprintf(' ---------------------------------------------------------------------\n'); fprintf(' Generasi terakhir (generasi ke-%g)',i);fprintf(' memiliki nilai objective function yang terbaik. \n');fprintf(' *) nilai dalam persen \n\n\n'); % Kriteria AIC dan SCaic =abs(log(best/30)+2*var_n/30);sc =abs(log(best/30)+30*log(var_n/30)); %4. SUSUNAM KROMOSOM GENERASI TERAKHIRfprintf('4. SUSUNAN KROMOSOM PADA GENERASI KE - %g ',i),fprintf('(dengan jumlah populasi %g) : \n\n',popuSize); for i=1:popu_s fprintf('Susunan kromosom populasi ke-%i adalah ;\n',i); for j=1:string_leng fprintf(' %d',popu(i,j))

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end fprintf('\n\n'); endfprintf('\n'); %5. HASIL EVALUASI KONVERGENSI KROMOSOMfprintf('5. EVALUASI KESERAGAMAN UNSUR KROMOSOM PADA GENERASI TERAKHIR : \n');fprintf(' (Setiap populasi terdiri atas %i ', string_leng), fprintf('unsur kromosom)\n\n'); for j=1:string_leng fprintf(' Tingkat keseragaman unsur kromosom ke %i = ',j), fprintf('%5.1f', kon(j)), fprintf(' persen \n'); endfprintf('\n');e = cputime-t; %6. KESIMPULANfprintf('6. KESIMPULAN AKHIR : \n\n');fprintf(' a. Tingkat keseragaman terkecil unsur kromosom yang disyaratkan (persen) =%7.2f \n',converge);fprintf(' b. Tingkat keseragaman terkecil unsur kromosom yang terjadi (persen) =%7.2f \n',min(kon)); if converge<min(kon) fprintf(' c. Hasil simulasi telah memenuhi persyaratan terkecil keseragaman unsur kromosom\n'); fprintf(' Terjadi pada generasi ke = %d \n\n',r); else fprintf(' c. Hasil simulasi belum memenuhi persyaratan terkecil keseragaman unsur kromosom\n\n'); endfprintf(' d. Parameter hasil simulasi Algoritma Genetik : \n');fprintf(' - Beta(1) =%10.6f \n', bit2num(popu(index, 1:bit_n), range(1,:)));fprintf(' - Beta(2) =%10.6f \n', bit2num(popu(index, bit_n+1:2*bit_n), range(2,:)));fprintf(' - Beta(3) =%10.6f \n', bit2num(popu(index, 2*bit_n+1:3*bit_n), range(3,:)));fprintf(' - Beta(4) =%10.6f \n', bit2num(popu(index, 3*bit_n+1:4*bit_n), range(4,:)));fprintf(' - S(beta) =%10.6f \n\n', best);fprintf(' e. Nilai AIC = %7.6f \n',aic);fprintf(' f. Nilai SC = %7.6f \n',sc);fprintf(' g. Waktu untuk proses perhitungan =%5.5f\n',e);……………………………………………………………………………………………………………………………………function S = lsces(input) LKy = [5.4293 6.6871 8.1879; 5.5530 5.5175 7.4104; 6.7105 6.6477 8.9496; 6.6425 6.2364 8.3695; 6.2046 6.6307 8.5519; 6.1883 6.0521 8.3299; 6.5191 6.1137 8.4877; 6.6174 6.7056 9.1260; 6.5889 6.7393 8.7961; 6.5439 6.8648 8.7941; 6.1269 4.4308 6.8657; 6.8886 3.0445 5.7132; 6.6931 5.6870 8.1641; 6.0615 5.6240 7.9482; 5.4424 6.3026 8.1264; 6.4983 4.8598 7.2432; 6.4473 2.8832 5.2521; 4.0775 6.8090 7.7220; 6.6983 5.4072 8.0002; 6.6307 4.9767 7.3157; 3.9120 5.0814 5.9833; 6.7130 1.7918 4.4132; 6.1800 6.7286 8.7229; 6.5250 6.2558 8.6233; 4.7536 6.8352 7.8589; 6.0868 6.2046 8.0981; 6.1225 5.2204 7.5533;

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5.8348 4.5218 6.8249; 5.8805 6.1841 8.2967; 5.0876 6.8395 8.1922]; L = LKy(:,1);K = LKy(:,2);y = LKy(:,3); %x = [L K]; b1 = input(1); b2 = input(2); b3 = input(3);b4 = input(4); %X1 = x(:,1) ;%X2 = x(:,2) ; f = b1*(b2*(L.^b3) + (1-b2)*(K.^b3)).^(b4/b3);S = (y-f)'*(y-f) ;…………………………………………………………………………………………………………………………………….function num = bit2num(bit, range)% BIT2NUM : Conversion from bit string representations to decimal numbers.% BIT2NUM(BIT, RANGE): converting a bit string representation BIT ( a 0-1% vector) to a decimal number, where RANGE is a two-element vector% specifying the range of the converted decimal number.%% For example:%% bit2num([1 1 0 1], [0, 15])% bit2num([0 1 1 0 0 0 1], [0, 127]) integer = polyval(bit, 2);num = integer*((range(2)-range(1))/(2^length(bit)-1)) + range(1);…………………………………………………………………………………………………………………………………….function out = evaleach(string, bit_n, range, obj_fcn)% EVALEACH : Evaluation process for each individual's fitness value.% bit_n : number of bits for each input variable% string : bit string representation of an individual% range : range of input variables, a ver_n by 2 matrix% fcn : objective function (a MATLAB string)var_n = length(string)/bit_n;input = zeros(1, var_n); for i = 1:var_n, input(i) = bit2num(string((i-1)*bit_n+1:i*bit_n), range(i, :));end out = feval(obj_fcn, input);…………………………………………………………………………………………………………………………………

function fitness = evalpopu(popu, bit_n, range, obj_fcn)% EVALPOPU : Evaluation process of the population's fitness values.% population : binary number matrix of the population # by a string_lenght% bit_n : number of bits used to represent an input variable% range : range of input variables, a var_b by 2 matrix% fcn : objective function (a MATLAB string) global countpop_n = size(popu, 1);fitness = zeros(pop_n, 1); for count = 1:pop_n, fitness(count) = evaleach(popu(count, :), bit_n, range, obj_fcn);end……………………………………………………………………………………………………………………………….........function new_popu = nextpopu(popu, fitness, xover_rate, mut_rate,k)

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new_popu = popu;popu_s = size(popu, 1);string_leng = size(popu, 2); % ---- ELITISM: To find the best two and keep them% ---- For Least Squaredtmp_fitness = fitness;[junk, index1] = min(tmp_fitness); % find the besttmp_fitness(index1) = max(tmp_fitness);[junk, index2] = min(tmp_fitness); % find the second bestnew_popu([1 2], :) = popu([index1 index2], :); % ---- Rescaling the fitness% ---- For Least Squaredfitness = max(fitness) - fitness; % keep it positivetotal = sum(fitness); % ---- For Max. Likelihood% fitness = min(fitness) - fitness; % keep it positive% total = sum(fitness); if total == 0, fprintf('=== Warning: converge to a single point ===\n'); fitness = ones(popu_s, 1)/popu_s;% sum is 1else fitness = fitness/sum(fitness); % sum is 1end cum_prob = cumsum(fitness); % ----- SELECTION and CROSSOVERfor i = 2:popu_s/2, % ----- Selecting two parents based on their scaled fitness values tmp = find(cum_prob - rand > 0); parent1 = popu(tmp(1), :); tmp = find(cum_prob - rand > 0); parent2 = popu(tmp(1), :); % ----- Do crossoverif rand < xover_rate,% Perform crossover operation xover_point = ceil(rand*(string_leng-1)); new_popu(i*2-1, :) = ... [parent1(1:xover_point) parent2(xover_point+1:string_leng)]; new_popu(i*2, :) = ... [parent2(1:xover_point) parent1(xover_point+1:string_leng)];end end % ----- MUTATION (elites are not subject to this.) mask = rand(popu_s, string_leng) < mut_rate;new_popu = xor(new_popu, mask); % ----- Restoring the elitesnew_popu([1 2], :) = popu([index1 index2], :);.........................................................................................................................................................................................................

OUTPUT PROGRAM MATLAB – SIMULASI 2 ALGORITMA GENETIKA-NONLINIER LEAST SQUAREFUNGSI PRODUKSI CES

Algoritma Genetika - Nonlinier Least Square - Simulasi 2

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Fungsi Produksi CES Menaksir parameter b1, b2, b3 dan b4 Fungsi Produksi CES Memerlukan File: lsces, evalpopu, evalech, bit2num, nextpopuProgram Pasca Sarjana Ilmu Ekonomi Universitas Indonesia ....................................................................................

1. ASUMSI DAN KRITERIA :

a. Jumlah Generasi Definisi Awal = 15000.00 b. Jumlah Populasi = 50.00 c. Xover Rate = 1.00 d. Mutation Rate = 0.02 e. Jumlah bit untuk setiap variabel input = 40.00 f. Range variabel beta(1), beta(2) dan beta(3) = [0 2; 0 1; 0 1] g. Tingkat keseragaman terkecil setiap unsur kromosom per generasi yang disyaratkan = 90.00

2. NILAI OBJECTIVE FUNCTION TERBAIK PADA SETIAP GENERASI :

------------------------------------------------------------------------------------- tingkat keseragaman Genrsi beta(1) beta(2) beta(3) beta(4) S(beta) kromosom *) terkecil rata-rata ------------------------------------------------------------------------------------- 1 0.361972 0.486128 0.055624 0.450778 24.003595 50.00 58.51 2 1.599702 0.854567 0.155496 0.840216 9.966106 50.00 61.15 3 1.992356 0.473248 0.155496 0.840216 4.832736 50.00 60.95 4 1.750549 0.532302 0.226258 0.853463 4.832736 50.00 62.00 5 1.750549 0.532302 0.226258 0.853463 4.832736 50.00 63.69 6 1.707302 0.482164 0.775209 0.840582 1.834658 50.00 65.44 7 1.779294 0.362083 0.724454 0.832792 1.834658 50.00 65.49 8 1.560641 0.261501 0.476258 0.905968 1.518876 50.00 65.53 9 1.779294 0.362083 0.720522 0.840641 1.518876 50.00 66.65 10 1.836422 0.844835 0.849943 0.846842 1.377889 50.00 66.81

1001 1.324065 0.388297 0.256563 0.957479 0.524750 50.00 78.64 1002 1.384856 0.388419 0.275355 0.981923 0.524750 50.00 80.13 1003 1.384856 0.388419 0.275355 0.981923 0.524750 52.00 79.56 1004 1.384856 0.388419 0.275355 0.981923 0.524750 50.00 80.92 1005 1.384856 0.388419 0.275355 0.981923 0.524750 50.00 80.65 1006 1.384856 0.388419 0.275355 0.981923 0.524750 50.00 81.31 1007 1.384856 0.388419 0.275355 0.981923 0.524750 52.00 81.26 1008 1.384856 0.388419 0.275355 0.981923 0.524750 50.00 80.13 1009 1.384856 0.388419 0.275355 0.981923 0.524750 52.00 80.10 1010 1.384856 0.388419 0.275355 0.981923 0.524750 50.00 79.65

5001 1.383789 0.387755 0.288818 0.982300 0.524578 52.00 81.42 5002 1.383789 0.387755 0.288818 0.982300 0.524578 52.00 79.21 5003 1.383789 0.387755 0.288818 0.982300 0.524578 50.00 79.45 5004 1.383789 0.387755 0.288818 0.982300 0.524578 58.00 81.41 5005 1.383789 0.387755 0.288818 0.982300 0.524578 52.00 80.69 5006 1.383789 0.387755 0.288818 0.982300 0.524578 50.00 80.00 5007 1.383789 0.387755 0.288818 0.982300 0.524578 50.00 81.58 5008 1.383789 0.387755 0.288818 0.982300 0.524578 50.00 81.17 5009 1.383789 0.387755 0.288818 0.982300 0.524578 50.00 81.55 5010 1.383789 0.387755 0.288818 0.982300 0.524578 50.00 80.66

10001 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 83.1410002 1.378906 0.388000 0.294922 0.984241 0.524327 52.00 82.8410003 1.378906 0.388000 0.294922 0.984241 0.524327 56.00 82.7810004 1.378906 0.388000 0.294922 0.984241 0.524327 54.00 82.7610005 1.378906 0.388000 0.294922 0.984241 0.524327 52.00 82.2910006 1.378906 0.388000 0.294922 0.984241 0.524327 52.00 81.8810007 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 81.5510008 1.378906 0.388000 0.294922 0.984241 0.524327 52.00 80.4710009 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 80.1110010 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 79.67

12501 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 77.2212502 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 76.36

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12503 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 77.0912504 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 76.9212505 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 76.4912506 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 76.4512507 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 77.9512508 1.378906 0.388000 0.294922 0.984241 0.524327 54.00 81.1312509 1.378906 0.388000 0.294922 0.984241 0.524327 54.00 81.3512510 1.378906 0.388000 0.294922 0.984241 0.524327 52.00 81.04

14991 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 82.8614992 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 82.3114993 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 82.1614994 1.378906 0.388000 0.294922 0.984241 0.524327 52.00 81.4514995 1.378906 0.388000 0.294922 0.984241 0.524327 54.00 81.5314996 1.378906 0.388000 0.294922 0.984241 0.524327 54.00 81.4914997 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 79.4014998 1.378906 0.388000 0.294922 0.984241 0.524327 52.00 79.9014999 1.378906 0.388000 0.294922 0.984241 0.524327 50.00 80.6715000 1.378906 0.388000 0.294922 0.984241 0.524327 56.00 82.24 ------------------------------------------------------------------------------------- Generasi terakhir (generasi ke-15000) memiliki nilai objective function yang terbaik. *) nilai dalam persen

4. SUSUNAN KROMOSOM PADA GENERASI KE - 15000 (dengan jumlah populasi 50) :

Susunan kromosom populasi ke-1 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1

Susunan kromosom populasi ke-2 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-3 adalah ; 1 0 0 1 1 0 0 1 1 1 1 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0 1 1 0 1 1 1 1 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 0 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-4 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 1 0 1

Susunan kromosom populasi ke-5 adalah ; 1 0 1 1 0 0 1 1 0 0 0 1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 1 0 0 1 1 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 1 1 0 1 1 0 1 1 1 0 1 1 1 1 0 1 1 0 1 0 1 1 1 0 1 0 0 1 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 0 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-6 adalah ; 1 0 1 0 0 0 1 0 0 1 0 1 0 1 0 0 1 1 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 0 1 0 1 0 0 1 1 1 0 1 0 1 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 1 0 1 1 0 0 0 1 0 0 1 1 0 1 1 0 1 1 0 1 1 1 0 0 1 1 1 0 0 1 1 1 1 1 0 1 1 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 1 0 1 1 1 0 1 1 1 0 0 1 0 0 1 0 0 0 1 0 0 1 0 1 0 1 0 0 1 0 0 1 0

Susunan kromosom populasi ke-7 adalah ; 1 0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 1 1 0 0 1 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 1 1 0 1

Susunan kromosom populasi ke-8 adalah ;

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1 0 0 1 1 0 0 1 1 1 1 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 0 0 1 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 1 1 1 1 1 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 0 1 1 0 1 1 1 1 0 0 1 1 1 0 1 1 1 1 1 1 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 0 0 0 1 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-9 adalah ; 1 0 0 1 1 0 0 1 1 0 1 1 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 0 0 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 0 1 0 1 1 0 0 1 1 1 0 0 0 1 1 0 1 0 1 1 0 0 0

Susunan kromosom populasi ke-10 adalah ; 0 1 1 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0 1 0 0 0 1 1 0 0 0 0 0 0 1 1 1 0 0 1 1 0 1 1 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-11 adalah ; 1 0 1 1 0 1 1 0 1 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 0 1 0 1 1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 1 0 0 0 1 0 0 1 0 1 0 0 0 1 1 1 0 1 1 1 1 1 0 0 1 0 1 1 1 1 0 0 1 0 1 1 0 1 1 1 1 1 0 1 1 0 1 0 0 0 1 1 1 1 1 0 1 0 1 0 1 0 1 1 0 0 1 0 0 0 0 1 0 0 1 1 1 1 1 0 0 1 0

Susunan kromosom populasi ke-12 adalah ; 1 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 0 0 0 0 1 1 0 1 1 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 1 1 0 1 1 1 1 1 1 1 0 1 0 1 1 0 1 0 0 1 1 1 0 0 1 1 1 1 1 0 1 1 1 1 0 0 0 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 0 0 0 0 0 0 1 0 0 1 1 1 0 1 0 0 1 0

Susunan kromosom populasi ke-13 adalah ; 1 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 0 1 0 0 1 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 0 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1 1 0 1 0 1 1 1 0 1 0 0 1 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1

Susunan kromosom populasi ke-14 adalah ; 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 1 1 1 1 0 1 0 1 1 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 1 1 1 1 1 1 1 0 1 1 0 1 1 1 1 0 1 1 0 0 1 1 0 1 1 1 1 0 0 1 1 1 0 0 0 1 1 1 1 0 1 0 0 1 1 0 1 0 0 0 1 0 0 0 1 0 0 1 0 1 0 1 1 0 1 0 0 1 0

Susunan kromosom populasi ke-15 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 1 1 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 1 1 1 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-16 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 1 1 0 1 0 0 1 1 1 0 0 0 1 1 1 1 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 0 1 0 0 1 1

Susunan kromosom populasi ke-17 adalah ; 1 1 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1

Susunan kromosom populasi ke-18 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 1 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1 0 1 0 0 0 1 0 0 1 1 1 1 1 1 1 0 1 1 0 1 1 1 1 0 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 0 0 1 1 1 1 0 0 1 0 1 0

Susunan kromosom populasi ke-19 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 1 0 1 0 1 0 0 0 1 1 0 1 1 0 1 0 1 1 0 0 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 0 1 0 1 0 0 0 1 0 1 0 0 1 1 1 1

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Susunan kromosom populasi ke-20 adalah ; 0 1 1 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 1 0 1 0 0 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 1 1 1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1

Susunan kromosom populasi ke-21 adalah ; 0 1 1 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 0 1 1 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 1 1 0 1 1 1 1 1 1 1 0 0 1 1 1 0 1 1 1 1 1 1 0 0 1 1 1 1 0 0 1 1 1 1 1 1 1 1 0 1 1 0 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0

Susunan kromosom populasi ke-22 adalah ; 1 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 1 1 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0 1 1 0 1 0 1 1 0 0 1 1 1 1 0 0 1 0 1 1 1 1 1 0 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-23 adalah ; 1 0 0 1 1 1 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1 1 0 1 0 0 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 1 0 0 1 1 0 1 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0

Susunan kromosom populasi ke-24 adalah ; 1 0 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 0 0 1 1 1 0 1 1 1 1 1 1 0 1 1 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 1 0 1 1 1 0 1 1 1 0 0 1 0 0 1 0 0 0 1 0 1 1 0 1 0 1 0 0 1 0 0 1 0

Susunan kromosom populasi ke-25 adalah ; 1 0 0 1 1 0 0 1 1 1 1 1 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 1 0 1 0 0 0 1 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 1 1 1 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 1 1 1 1 1 1 0 1 1 0 1 1 1 1 0 1 1 0 0 1 1 0 1 1 0 1 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 1 1 0 1 0 1 1 0 1 0 0 1 1

Susunan kromosom populasi ke-26 adalah ; 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 1 0 1

Susunan kromosom populasi ke-27 adalah ; 1 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 0 1 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 1 1 1 1 1 0 1 0 1 1 0 1 1 1 1 0 1 1 0 0 1 1 0 1 1 1 1 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 0 1 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-28 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 0 0 0 1 0 0 0 1 0 0 1 0 1 0 1 1 0 1 0 0 1 0

Susunan kromosom populasi ke-29 adalah ; 1 0 0 1 1 0 0 1 1 0 1 1 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 1 1 1 0 0 1 1 0 1 1 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1

Susunan kromosom populasi ke-30 adalah ; 1 0 1 0 1 1 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 0 0 0 0 1 0 0 1 1 1 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 1 1 1 0 1 1 1 1 1 0 0 1 0 1 1 1 1 0 0 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 0 0 0 1 1 1 1 1 0 1 0 1 1 1 0 1 1 0 0 1 0 0 0 0 1 0 0 1 1 1 1 1 0 0 1 0

Susunan kromosom populasi ke-31 adalah ; 1 1 0 1 1 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1 1 0 1 1 0 1 1 0 0 0 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 0 1 1 0 0 1 0 1 1 1 0 1 1 0 1 1 1 1 1 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 1 1

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Susunan kromosom populasi ke-32 adalah ; 1 0 1 1 1 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 1 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 1 1 1 1 1 1 0 0 0 0 1 0 1 0 1 0 0 0 0 1 1 0 1 0 1 0 0 1 0 0 0 1 0 1 0 1 0 1 1 0 0 0 1 1 0 1 1 0 1 1 1 1 0 1 1 1 1 1 0 1 1 0 1 0 1 0 0 1 1 1 1 0 1 1 0 0 1 1 0 1 0 1 1 1 0 1 1 1 0 0 1 1 0 1 0 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 1 1

Susunan kromosom populasi ke-33 adalah ; 1 0 0 1 0 1 0 0 1 0 0 1 0 0 1 0 1 1 1 0 1 0 0 0 0 0 1 1 0 0 0 1 1 1 1 0 0 1 0 0 1 1 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 1 1 0 1 1 1 1 1 1 1 0 0 1 1 1 0 1 1 1 1 1 1 0 0 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 0 1 0 1 0 0 1 1 1 1 0 0 1 0 1 0

Susunan kromosom populasi ke-34 adalah ; 1 1 1 1 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 1 1 1 0 1 1 1 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 1 1 0 0 1 1 0 1 0 0 0 1 0 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 0 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 1

Susunan kromosom populasi ke-35 adalah ; 1 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1

Susunan kromosom populasi ke-36 adalah ; 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 1 0 1 1 0 1 0 0 1 0

Susunan kromosom populasi ke-37 adalah ; 0 1 1 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 1 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 0 0 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-38 adalah ; 1 0 0 1 1 0 0 1 1 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 0 0 1 0 1 1 1 1 1 1 0 0 1 0 0 0 1 0 1 1 0 0 1 1 1 0 0 1 1 1 0 1 0 1 1 0 0 0

Susunan kromosom populasi ke-39 adalah ; 1 0 1 1 0 0 1 1 0 0 0 0 0 1 0 1 1 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 1 1 1 0 0 1 1 1 0 1 0 1 1 1 0 0 0 0 1 0 1 0 1 0 0 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 0 1 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 0 0 1 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 1

Susunan kromosom populasi ke-40 adalah ; 1 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1

Susunan kromosom populasi ke-41 adalah ; 1 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 1 0 0 1 1 1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 0 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-42 adalah ; 1 1 1 1 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 1 0 1 0 0 1 1 1 1 0 0 0 1 0 1 1 0 0 0 1 1 0 1 1 1 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-43 adalah ; 1 0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 1 0 0 0 1 1 0 1 0 1 1 1 0 0 0 0 0 0 0 1 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0

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1 1 0 0 0 0 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 0 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 0 1 1 0 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 1 0 0 1

Susunan kromosom populasi ke-44 adalah ; 1 0 1 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0 1 0 0 1 1 1 0 1 0 1 0 0 0 1 0 0 1 0 1 0 0 0 1 1 0 1 1 1 1 1 0 0 0 1 0 1 1 0 1 0 0 1 1 1 1 0 0 1 1 1 1 0 1 1 1 1 0 0 0 1 1 0 1 1 0 1 0 1 1 0 0 1 1 1 0 0 0 0 0 0 1 0 0 1 1 1 0 1 0 0 1 0

Susunan kromosom populasi ke-45 adalah ; 1 1 1 1 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 0 1 0 0 1 0 1 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 1 0 0 1 1 0 1 1 0 1 1 0 1 1 1 1 0 0 1 1 0 1 1 1 1 1 1 0 1 1 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 1 0 1 1 1 0 1 1 1 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 1 1 0 0 1 0 0 1 0

Susunan kromosom populasi ke-46 adalah ; 1 0 0 1 1 1 0 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 1 0 1 1 1 1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 0 1 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-47 adalah ; 1 0 0 1 1 0 0 1 1 0 1 1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0 1 0 0 1 1 1 1 0 0 0 0 1 0 1 0 0 1 1 1 0 1 0 1 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 1 1 0 1 1 0 0 1 1 0 1 1 1 1 0 0 1 1 1 0 0 0 1 1 1 1 1 1 0 0 1 1 1 1 1 0 0 1 1 1 0 1 0 1 0 0 1 1 1 1 0 0 1 0 1 0

Susunan kromosom populasi ke-48 adalah ; 1 0 1 1 0 0 1 1 0 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 1 1 0 0 0 1 1 0 1 1 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 0 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-49 adalah ; 0 0 0 1 1 0 0 1 1 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 0 1 1 0 1 1 0 1 0 0 0 1 0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1

Susunan kromosom populasi ke-50 adalah ; 1 1 1 1 1 0 0 0 1 1 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 0 0 1 1 0 0 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 0 1 0 1 1 0 0 1 1 1 0 0 1 1 1 1 1 0 1 1 0 0 0

5. EVALUASI KESERAGAMAN UNSUR KROMOSOM PADA GENERASI TERAKHIR : (Setiap populasi terdiri atas 160 unsur kromosom)

Tingkat keseragaman unsur kromosom ke 1 = 90.0 persen Tingkat keseragaman unsur kromosom ke 2 = 80.0 persen Tingkat keseragaman unsur kromosom ke 3 = 74.0 persen Tingkat keseragaman unsur kromosom ke 4 = 86.0 persen Tingkat keseragaman unsur kromosom ke 5 = 60.0 persen Tingkat keseragaman unsur kromosom ke 6 = 80.0 persen Tingkat keseragaman unsur kromosom ke 7 = 74.0 persen Tingkat keseragaman unsur kromosom ke 8 = 64.0 persen Tingkat keseragaman unsur kromosom ke 9 = 80.0 persen Tingkat keseragaman unsur kromosom ke 10 = 80.0 persen Tingkat keseragaman unsur kromosom ke 11 = 84.0 persen Tingkat keseragaman unsur kromosom ke 12 = 66.0 persen Tingkat keseragaman unsur kromosom ke 13 = 94.0 persen Tingkat keseragaman unsur kromosom ke 14 = 56.0 persen Tingkat keseragaman unsur kromosom ke 15 = 86.0 persen Tingkat keseragaman unsur kromosom ke 16 = 84.0 persen Tingkat keseragaman unsur kromosom ke 17 = 84.0 persen Tingkat keseragaman unsur kromosom ke 18 = 74.0 persen Tingkat keseragaman unsur kromosom ke 19 = 60.0 persen Tingkat keseragaman unsur kromosom ke 20 = 98.0 persen Tingkat keseragaman unsur kromosom ke 21 = 70.0 persen

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Tingkat keseragaman unsur kromosom ke 22 = 92.0 persen Tingkat keseragaman unsur kromosom ke 23 = 96.0 persen Tingkat keseragaman unsur kromosom ke 24 = 82.0 persen Tingkat keseragaman unsur kromosom ke 25 = 78.0 persen Tingkat keseragaman unsur kromosom ke 26 = 60.0 persen Tingkat keseragaman unsur kromosom ke 27 = 60.0 persen Tingkat keseragaman unsur kromosom ke 28 = 60.0 persen Tingkat keseragaman unsur kromosom ke 29 = 92.0 persen Tingkat keseragaman unsur kromosom ke 30 = 84.0 persen Tingkat keseragaman unsur kromosom ke 31 = 90.0 persen Tingkat keseragaman unsur kromosom ke 32 = 90.0 persen Tingkat keseragaman unsur kromosom ke 33 = 80.0 persen Tingkat keseragaman unsur kromosom ke 34 = 64.0 persen Tingkat keseragaman unsur kromosom ke 35 = 56.0 persen Tingkat keseragaman unsur kromosom ke 36 = 62.0 persen Tingkat keseragaman unsur kromosom ke 37 = 92.0 persen Tingkat keseragaman unsur kromosom ke 38 = 76.0 persen Tingkat keseragaman unsur kromosom ke 39 = 94.0 persen Tingkat keseragaman unsur kromosom ke 40 = 86.0 persen Tingkat keseragaman unsur kromosom ke 41 = 68.0 persen Tingkat keseragaman unsur kromosom ke 42 = 90.0 persen Tingkat keseragaman unsur kromosom ke 43 = 74.0 persen Tingkat keseragaman unsur kromosom ke 44 = 92.0 persen Tingkat keseragaman unsur kromosom ke 45 = 86.0 persen Tingkat keseragaman unsur kromosom ke 46 = 88.0 persen Tingkat keseragaman unsur kromosom ke 47 = 92.0 persen Tingkat keseragaman unsur kromosom ke 48 = 100.0 persen Tingkat keseragaman unsur kromosom ke 49 = 92.0 persen Tingkat keseragaman unsur kromosom ke 50 = 80.0 persen Tingkat keseragaman unsur kromosom ke 51 = 82.0 persen Tingkat keseragaman unsur kromosom ke 52 = 84.0 persen Tingkat keseragaman unsur kromosom ke 53 = 66.0 persen Tingkat keseragaman unsur kromosom ke 54 = 78.0 persen Tingkat keseragaman unsur kromosom ke 55 = 94.0 persen Tingkat keseragaman unsur kromosom ke 56 = 94.0 persen Tingkat keseragaman unsur kromosom ke 57 = 84.0 persen Tingkat keseragaman unsur kromosom ke 58 = 90.0 persen Tingkat keseragaman unsur kromosom ke 59 = 68.0 persen Tingkat keseragaman unsur kromosom ke 60 = 88.0 persen Tingkat keseragaman unsur kromosom ke 61 = 70.0 persen Tingkat keseragaman unsur kromosom ke 62 = 96.0 persen Tingkat keseragaman unsur kromosom ke 63 = 88.0 persen Tingkat keseragaman unsur kromosom ke 64 = 90.0 persen Tingkat keseragaman unsur kromosom ke 65 = 92.0 persen Tingkat keseragaman unsur kromosom ke 66 = 86.0 persen Tingkat keseragaman unsur kromosom ke 67 = 94.0 persen Tingkat keseragaman unsur kromosom ke 68 = 86.0 persen Tingkat keseragaman unsur kromosom ke 69 = 84.0 persen Tingkat keseragaman unsur kromosom ke 70 = 96.0 persen Tingkat keseragaman unsur kromosom ke 71 = 72.0 persen Tingkat keseragaman unsur kromosom ke 72 = 86.0 persen Tingkat keseragaman unsur kromosom ke 73 = 56.0 persen Tingkat keseragaman unsur kromosom ke 74 = 74.0 persen Tingkat keseragaman unsur kromosom ke 75 = 100.0 persen Tingkat keseragaman unsur kromosom ke 76 = 68.0 persen Tingkat keseragaman unsur kromosom ke 77 = 98.0 persen Tingkat keseragaman unsur kromosom ke 78 = 74.0 persen Tingkat keseragaman unsur kromosom ke 79 = 100.0 persen Tingkat keseragaman unsur kromosom ke 80 = 90.0 persen Tingkat keseragaman unsur kromosom ke 81 = 82.0 persen Tingkat keseragaman unsur kromosom ke 82 = 86.0 persen Tingkat keseragaman unsur kromosom ke 83 = 90.0 persen Tingkat keseragaman unsur kromosom ke 84 = 84.0 persen Tingkat keseragaman unsur kromosom ke 85 = 88.0 persen Tingkat keseragaman unsur kromosom ke 86 = 68.0 persen Tingkat keseragaman unsur kromosom ke 87 = 68.0 persen Tingkat keseragaman unsur kromosom ke 88 = 74.0 persen Tingkat keseragaman unsur kromosom ke 89 = 98.0 persen Tingkat keseragaman unsur kromosom ke 90 = 80.0 persen Tingkat keseragaman unsur kromosom ke 91 = 94.0 persen Tingkat keseragaman unsur kromosom ke 92 = 94.0 persen

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Tingkat keseragaman unsur kromosom ke 93 = 68.0 persen Tingkat keseragaman unsur kromosom ke 94 = 88.0 persen Tingkat keseragaman unsur kromosom ke 95 = 96.0 persen Tingkat keseragaman unsur kromosom ke 96 = 92.0 persen Tingkat keseragaman unsur kromosom ke 97 = 94.0 persen Tingkat keseragaman unsur kromosom ke 98 = 84.0 persen Tingkat keseragaman unsur kromosom ke 99 = 82.0 persen Tingkat keseragaman unsur kromosom ke 100 = 84.0 persen Tingkat keseragaman unsur kromosom ke 101 = 76.0 persen Tingkat keseragaman unsur kromosom ke 102 = 70.0 persen Tingkat keseragaman unsur kromosom ke 103 = 92.0 persen Tingkat keseragaman unsur kromosom ke 104 = 94.0 persen Tingkat keseragaman unsur kromosom ke 105 = 90.0 persen Tingkat keseragaman unsur kromosom ke 106 = 86.0 persen Tingkat keseragaman unsur kromosom ke 107 = 82.0 persen Tingkat keseragaman unsur kromosom ke 108 = 78.0 persen Tingkat keseragaman unsur kromosom ke 109 = 90.0 persen Tingkat keseragaman unsur kromosom ke 110 = 84.0 persen Tingkat keseragaman unsur kromosom ke 111 = 80.0 persen Tingkat keseragaman unsur kromosom ke 112 = 96.0 persen Tingkat keseragaman unsur kromosom ke 113 = 62.0 persen Tingkat keseragaman unsur kromosom ke 114 = 100.0 persen Tingkat keseragaman unsur kromosom ke 115 = 96.0 persen Tingkat keseragaman unsur kromosom ke 116 = 86.0 persen Tingkat keseragaman unsur kromosom ke 117 = 64.0 persen Tingkat keseragaman unsur kromosom ke 118 = 94.0 persen Tingkat keseragaman unsur kromosom ke 119 = 86.0 persen Tingkat keseragaman unsur kromosom ke 120 = 96.0 persen Tingkat keseragaman unsur kromosom ke 121 = 100.0 persen Tingkat keseragaman unsur kromosom ke 122 = 88.0 persen Tingkat keseragaman unsur kromosom ke 123 = 90.0 persen Tingkat keseragaman unsur kromosom ke 124 = 66.0 persen Tingkat keseragaman unsur kromosom ke 125 = 80.0 persen Tingkat keseragaman unsur kromosom ke 126 = 74.0 persen Tingkat keseragaman unsur kromosom ke 127 = 82.0 persen Tingkat keseragaman unsur kromosom ke 128 = 96.0 persen Tingkat keseragaman unsur kromosom ke 129 = 86.0 persen Tingkat keseragaman unsur kromosom ke 130 = 96.0 persen Tingkat keseragaman unsur kromosom ke 131 = 94.0 persen Tingkat keseragaman unsur kromosom ke 132 = 94.0 persen Tingkat keseragaman unsur kromosom ke 133 = 98.0 persen Tingkat keseragaman unsur kromosom ke 134 = 68.0 persen Tingkat keseragaman unsur kromosom ke 135 = 88.0 persen Tingkat keseragaman unsur kromosom ke 136 = 88.0 persen Tingkat keseragaman unsur kromosom ke 137 = 86.0 persen Tingkat keseragaman unsur kromosom ke 138 = 86.0 persen Tingkat keseragaman unsur kromosom ke 139 = 80.0 persen Tingkat keseragaman unsur kromosom ke 140 = 62.0 persen Tingkat keseragaman unsur kromosom ke 141 = 68.0 persen Tingkat keseragaman unsur kromosom ke 142 = 92.0 persen Tingkat keseragaman unsur kromosom ke 143 = 84.0 persen Tingkat keseragaman unsur kromosom ke 144 = 88.0 persen Tingkat keseragaman unsur kromosom ke 145 = 94.0 persen Tingkat keseragaman unsur kromosom ke 146 = 60.0 persen Tingkat keseragaman unsur kromosom ke 147 = 90.0 persen Tingkat keseragaman unsur kromosom ke 148 = 82.0 persen Tingkat keseragaman unsur kromosom ke 149 = 74.0 persen Tingkat keseragaman unsur kromosom ke 150 = 96.0 persen Tingkat keseragaman unsur kromosom ke 151 = 66.0 persen Tingkat keseragaman unsur kromosom ke 152 = 68.0 persen Tingkat keseragaman unsur kromosom ke 153 = 66.0 persen Tingkat keseragaman unsur kromosom ke 154 = 64.0 persen Tingkat keseragaman unsur kromosom ke 155 = 90.0 persen Tingkat keseragaman unsur kromosom ke 156 = 72.0 persen Tingkat keseragaman unsur kromosom ke 157 = 66.0 persen Tingkat keseragaman unsur kromosom ke 158 = 92.0 persen Tingkat keseragaman unsur kromosom ke 159 = 76.0 persen Tingkat keseragaman unsur kromosom ke 160 = 64.0 persen

6. KESIMPULAN AKHIR :

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a. Tingkat keseragaman terkecil unsur kromosom yang disyaratkan (persen) = 90.00 b. Tingkat keseragaman terkecil unsur kromosom yang terjadi (persen) = 56.00 c. Hasil simulasi belum memenuhi persyaratan terkecil keseragaman unsur kromosom d. Parameter hasil simulasi Algoritma Genetik : - Beta(1) = 1.378906 - Beta(2) = 0.388000 - Beta(3) = 0.294922 - Beta(4) = 0.984241 - S(beta) = 0.524327 e. Nilai AIC = 3.780171 f. Nilai SC = 64.493928