Improved intelligent clonal optimizer based on adaptive parameter strategy

DOI10.3934/MBE.2022481OpenAlexW4286426736MaRDI QIDQ2688771

Zhengming Gao, Suruo Li, Juan Zhao, Wenguang Song, Jiahao Zhang

Publication date: 5 March 2023

Published in: Mathematical Biosciences and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/mbe.2022481

zbMATH Keywords

opposition-based learningadaptive parametercontinuous optimization problemsintelligent clonal optimizer

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)

Cites Work

• Optimization by Simulated Annealing
• Differential evolution -- a simple and efficient heuristic for global optimization over continuous spaces
• An efficient constraint handling method for genetic algorithms
• The arithmetic optimization algorithm
• A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm
• A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice

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