tournament_selection.html ( File view )

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      <title>function f = selection_individuals(chromosome,pool_size,tour_size)</title>
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      <h1>function f = selection_individuals(chromosome,pool_size,tour_size)</h1><pre class="codeinput"><span class="comment">% function selection_individuals(chromosome,pool_size,tour_size) is the</span>
<span class="comment">% selection policy for selecting the individuals for the mating pool. The</span>
<span class="comment">% selection is based on tournament selection. Argument 'chromosome' is the</span>
<span class="comment">% current generation population from which the individuals are selected to</span>
<span class="comment">% form a mating pool of size 'pool_size' after performing tournament</span>
<span class="comment">% selection, with size of the tournament being 'tour_size'. By varying the</span>
<span class="comment">% tournament size the selection pressure can be adjusted.</span>

[pop,variables] = size(chromosome);
rank = variables - 1;
distance = variables;

<span class="keyword">for</span> i = 1 : pool_size
    <span class="keyword">for</span> j = 1 : tour_size
        candidate(j) = round(pop*rand(1));
        <span class="keyword">if</span> candidate(j) == 0
            candidate(j) = 1;
        <span class="keyword">end</span>
        <span class="keyword">if</span> j &gt; 1
            <span class="keyword">while</span> ~isempty(find(candidate(1 : j - 1) == candidate(j)))
                candidate(j) = round(pop*rand(1));
                <span class="keyword">if</span> candidate(j) == 0
                    candidate(j) = 1;
                <span class="keyword">end</span>
            <span class="keyword">end</span>
        <span class="keyword">end</span>
    <span class="keyword">end</span>
    <span class="keyword">for</span> j = 1 : tour_size
        c_obj_rank(j) = chromosome(candidate(j),rank);
        c_obj_distance(j) = chromosome(candidate(j),distance);
    <span class="keyword">end</span>
    min_candidate = <span class="keyword">...</span>
        find(c_obj_rank == min(c_obj_rank));
    <span class="keyword">if</span> length(min_candidate) ~= 1
        max_candidate = <span class="keyword">...</span>
        find(c_obj_distance(min_candidate) == max(c_obj_distance(min_candidate)));
        <span class="keyword">if</span> length(max_candidate) ~= 1
            max_candidate = max_candidate(1);
        <span class="keyword">end</span>
        f(i,:) = chromosome(candidate(min_candidate(max_candidate)),:);
    <span class="keywor
...
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