Surrogate-assisted classification-collaboration differential evolution for expensive constrained optimization problems.

Information Sciences(2020)

引用 43|浏览71
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摘要
•Targeted feasibility rules achieve the classification of the population.•Classification-collaboration mutation achieves group communication and cooperation.•Adaptive global search framework weakens the greedy of the mutation operator.•The comparison results on three sets of benchmark problems are highly competitive.
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关键词
Expensive constrained optimization problems,Differential evolution,Global search,Classification-collaboration,Surrogate-assisted evolutionary algorithms
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