Variable metric evolution strategies by mutation matrix adaptation

DOI10.1016/j.ins.2020.05.091zbMath1475.68480OpenAlexW3036355520MaRDI QIDQ2053821

Qingfu Zhang, Zhenhua Li

Publication date: 30 November 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.05.091

zbMATH Keywords

evolution strategiesevolution pathmutation matrix adaptationvariable metric learning

Mathematics Subject Classification ID

Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Learning and adaptive systems in artificial intelligence (68T05) Approximation methods and heuristics in mathematical programming (90C59)

Uses Software

• CMA-ES

Cites Work

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• Large scale evolutionary optimization using cooperative coevolution
• Efficient covariance matrix update for variable metric evolution strategies
• Evolution strategies. A comprehensive introduction
• A More Efficient Rank-one Covariance Matrix Update for Evolution Strategies
• Principled Design of Continuous Stochastic Search: From Theory to Practice
• The Sparse Matrix Transform for Covariance Estimation and Analysis of High Dimensional Signals

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