The Cost of Randomness in Evolutionary Algorithms: Crossover Can Save Random Bits
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Evolutionary algorithms make countless random decisions during selection, mutation and crossover operations. These random decisions require a steady stream of random numbers. We analyze the expected number of random bits used throughout a run of an evolutionar... ...
