RosettaCodeData/Task/Evolutionary-algorithm/Octave/evolutionary-algorithm.octave

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global target;
target = split("METHINKS IT IS LIKE A WEASEL", "");
charset = ["A":"Z", " "];
p = ones(length(charset), 1) ./ length(charset);
parent = discrete_rnd(charset, p, length(target), 1);
mutaterate = 0.1;
C = 1000;
function r = fitness(parent, target)
r = sum(parent == target) ./ length(target);
endfunction
function r = mutate(parent, mutaterate, charset)
r = parent;
p = unifrnd(0, 1, length(parent), 1);
nmutants = sum( p < mutaterate );
if (nmutants)
s = discrete_rnd(charset, ones(length(charset), 1) ./ length(charset),nmutants,1);
r( p < mutaterate ) = s;
endif
endfunction
function r = evolve(parent, mutatefunc, fitnessfunc, C, mutaterate, charset)
global target;
children = [];
for i = 1:C
children = [children, mutatefunc(parent, mutaterate, charset)];
endfor
children = [parent, children];
fitval = [];
for i = 1:columns(children)
fitval = [fitval, fitnessfunc(children(:,i), target)];
endfor
[m, im] = max(fitval);
r = children(:, im);
endfunction
function printgen(p, t, i)
printf("%3d %5.2f %s\n", i, fitness(p, t), p');
endfunction
i = 0;
while( !all(parent == target) )
i++;
parent = evolve(parent, @mutate, @fitness, C, mutaterate, charset);
if ( mod(i, 1) == 0 )
printgen(parent, target, i);
endif
endwhile
disp(parent');