Novel biogeography-based optimization algorithm with hybrid migration and global-best Gaussian mutation

DOI10.1016/J.APM.2020.05.016zbMath1481.90320OpenAlexW3024422466MaRDI QIDQ2049745

Shuangqian Li, Yun Jiang, Doudou Wang, Guoqi Liu, Zihao Fu, Shangwang Liu, Wentao Mao, Xin-Ming Zhang

Publication date: 27 August 2021

Published in: Applied Mathematical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.apm.2020.05.016

zbMATH Keywords

migrationevolutionary algorithmminimum spanning treeGaussian mutation\(K\)-menas clusteringbiogeography-based optimization algorithm

Mathematics Subject Classification ID

Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Approximation methods and heuristics in mathematical programming (90C59)

Related Items (2)

A modified biogeography‐based optimization algorithm based on cloud theory for optimizing a fuzzy <scp>PID</scp> controller ⋮ Three-learning strategy particle swarm algorithm for global optimization problems

Uses Software

• UCI-ml
• CEC 13
• Krill herd
• GWO

Cites Work

• Ecogeography-based optimization: enhancing biogeography-based optimization with ecogeographic barriers and differentiations
• Biogeography-based optimization for constrained optimization problems
• Multi-operator based biogeography based optimization with mutation for global numerical optimization
• A social learning particle swarm optimization algorithm for scalable optimization
• Analytical and numerical comparisons of biogeography-based optimization and genetic algorithms
• A perturb biogeography based optimization with mutation for global numerical optimization
• A real-coded biogeography-based optimization with mutation
• Differential evolution -- a simple and efficient heuristic for global optimization over continuous spaces
• An effective krill herd algorithm with migration operator in biogeography-based optimization
• A hybrid steady-state genetic algorithm for the min-degree constrained minimum spanning tree problem
• A hybrid ant colony optimization algorithm for a multi-objective vehicle routing problem with flexible time windows
• Improved biogeography-based optimization with random ring topology and Powell's method
• Global-best harmony search

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