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Self-Adaptive Heuristics for Evolutionary Computation / Edition 1

Current price: $109.99
Self-Adaptive Heuristics for Evolutionary Computation / Edition 1
Self-Adaptive Heuristics for Evolutionary Computation / Edition 1

Barnes and Noble

Self-Adaptive Heuristics for Evolutionary Computation / Edition 1

Current price: $109.99

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This book introduces various types of self-adaptive parameters for evolutionary computation. Biased mutation for evolution strategies is useful for constrained search spaces. Self-adaptive inversion mutation accelerates the search on combinatorial TSP-like problems. After the analysis of self-adaptive crossover operators the book concentrates on premature convergence of self-adaptive mutation control at the constraint boundary. Besides extensive experiments, statistical tests and some theoretical investigations enrich the analysis of the proposed concepts.

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