Micro-Genetic algorithm with fuzzy selection of operators for multi-Objective optimization: μFAME

SWARM AND EVOLUTIONARY COMPUTATION(2021)

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摘要
•A Gau-Angle Fuzzy Inference System for the selection of evolutionary operators in multi-objective optimization.•A convergence study on a set of 36 multi-objective benchmark optimization problems, constituted of conventional evolutionary algorithms and microevolutionary algorithms.•A new micro-evolutionary algorithm for multi-objective optimization problems, suitable for long and short executions.
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关键词
Multi-Objective optimization,Micro-Genetic algorithm,Adaptive operators selection,Fuzzy logic,Fuzzy inference system,Gau-Angle membership function
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