Comparison of Robustness of Solutions Located by Evolutionary Computation and other Search Algorithms

Abstract

Evolution and robustness are thought to be intimately connected. Are solutions to optimization problems produced by evolutionary algorithms more robust to mutation than those produced by other classes of search algorithms? We explore this question in a model system based on bivariate real functions. Bivariate real functions serve as a well understood model… (More)

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