Orca predation algorithm: A novel bio-inspired algorithm for global optimization problems

Yuxin Jiang,Qing Wu,Shenke Zhu,Luke Zhang

Expert Systems with Applications（2022）

引用 48|浏览27

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摘要

•Inspired by the predatory behavior of orcas, a novel algorithm OPA is proposed.•The models of driving, encircling, attacking and adjusting are established in OPA.•The proposed OPA is evaluated on 67 benchmarks functions.•The performance of OPA is also tested by 4 engineering design problems.•The results show the merits of OPA as compared to 8 well-established algorithms.

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关键词

Bio-inspired metaheuristics,Optimization,Exploration and exploitation,Global optimization,Benchmark test functions

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