Titlebook: Constraint-Handling in Evolutionary Optimization; Efrén Mezura-Montes Book 2009 Springer-Verlag Berlin Heidelberg 2009 Computational Intel

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Efrén Mezura-MontesRecent research in Constraint-Handling in Evolutionary Optimization.Includes supplementary material:

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Studies in Computational Intelligencehttp://image.papertrans.cn/c/image/235945.jpg

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Solving Difficult Constrained Optimization Problems by the , Constrained Differential Evolution wit solve multi-modal problems is insufficient, that the ability to solve problems with equality constraints is inadequate, and that the stability and efficiency of searches is low. We have proposed the .DE, defined by applying the . constrained method to differential evolution (DE). It is shown that t

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Constrained Real-Parameter Optimization with , -Self-Adaptive Differential Evolution,ter we present a self-adaptive differential evolution algorithm which uses (1) a self-adaptive mechanism on control parameters F and CR, (2) more strategies during the mutation operation, (3) a population size (NP) reduction mechanism during the evolutionary process, and (4) the . constrained method

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Self-adaptive and Deterministic Parameter Control in Differential Evolution for Constrained Optimizterministic and a self-adaptive parameter control in two of the Differential Evolution parameters and also in two parameters related with the constraint-handling mechanism. The proposed approach is extensively tested by using a set of well-known test problems and performance measures found in the sp