Why make things difficult
if it does not have to be?

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Interactive Selection Genetic Algorithm

Enter the mutation rate, number of circles and rectangles. You can add to the fitness of each picture by clicking on it. After you finished ranking this generation click Next Generation to continue. Try to get a smiley for example.