A Grouping Cooperative Differential Evolution Algorithm for Solving Partially Separable Complex Optimization Problems

Differential evolution (DE) is a widely accepted optimization algorithm inspired by the mechanisms of biological evolution for complex optimization problems. In this paper, we put forward a co-evolutionary differential evolution (CDE) with a differential grouping (DG) mechanism to solve the complex...

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Veröffentlicht in:	Cognitive computation 2023-05, Vol.15 (3), p.956-975
Hauptverfasser:	Chen, Zuohan, Cao, Jie, Zhao, Fuqing, Zhang, Jianlin
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation Artificial Intelligence Biological evolution Computation by Abstract Devices Computational Biology/Bioinformatics Computer Science Decomposition Evolutionary algorithms Evolutionary computation Genetic algorithms Methods Mutation Optimization Optimization algorithms Optimization techniques Random access Random variables Search engines
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