2009 | OriginalPaper | Buchkapitel
Constrained Real-Parameter Optimization with ε -Self-Adaptive Differential Evolution
verfasst von : Janez Brest
Erschienen in: Constraint-Handling in Evolutionary Optimization
Verlag: Springer Berlin Heidelberg
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Differential Evolution (DE) algorithms belong to Evolutionary Algorithms (EAs). They are widely used for optimizing continuous functions. In this chapter 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
ε
constrained method. The performance of our algorithm is reported over the set of twenty four CEC2006 constrained benchmark functions.