% Monte-Carlo Search Algoritm on low-autocorrelation program
% BSDLicence
% Rick van der Zwet - 0433373 - <hvdzwet@liacs.nl>

best_fitness = 0;
while (1)
    % Generate a column s={-1,1}^n
    n = 20;
    s = rand(n,1);
    s = round(s);
    s = (s == 0) .- 1

    % Find whether we are better than everything else
    fitness = SHG(s)
    if (fitness > best_fitness)
        best_array = s;
        best_fitness = fitness;
        % Little hack to display output nicely
        printf("%f", fitness);
        disp(rot90(s,-1));
    endif
endwhile