Beetle antenna strategy based grey wolf optimization

作者：

Highlights：

• A new method to solve global optimization called BGWO.

• The beetle antenna strategy is adopted to provide hearing for the leader wolf.

• Exploration and exploitation are balanced by a new nonlinear strategy.

• Evaluation of proposed method on 23 benchmark functions and 4 engineering problems.

• The performance of BGWO is better than other state-of-the-art algorithms.

摘要

•A new method to solve global optimization called BGWO.•The beetle antenna strategy is adopted to provide hearing for the leader wolf.•Exploration and exploitation are balanced by a new nonlinear strategy.•Evaluation of proposed method on 23 benchmark functions and 4 engineering problems.•The performance of BGWO is better than other state-of-the-art algorithms.

论文关键词：Grey wolf optimizer,Swarm intelligence,Beetle antenna strategy,Metaheuristics

论文评审过程：Received 5 May 2020, Revised 31 July 2020, Accepted 12 August 2020, Available online 19 August 2020, Version of Record 4 September 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113882