Python code for Roulette wheel selection. GitHub Gist: instantly share code, notes, and snippets. Your random number between 0 and 1 is your spin. If the random number is 0.46, then the chosen item is item 3. If it's 0.92, then it's item 9. A new selection method, entropy-Boltzmann selection, for genetic algorithms (GAs) is proposed. This selection method is based on entropy and importance sampling methods in Monte Carlo simulation. It naturally leads to adaptive fitness in which the fitness function does not stay fixed but varies with the environment. For random selection an individual can be chosen more than once, which is necessary in case the number of off-spring exceeds the number of parents.
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Roulette wheel selection algorithm [duplicate]
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