Golden-Sine dynamic marine predator algorithm for addressing engineering design optimization

作者:

Highlights:

• A multi-strategy improved dynamic marine predator algorithm.

• The optimization problem is multimodal, complex, and computationally expensive.

• We have performed a thorough comparative study of 10 evolutionary algorithms.

• The improved algorithm is applied to practical engineering optimization problems.

摘要

•A multi-strategy improved dynamic marine predator algorithm.•The optimization problem is multimodal, complex, and computationally expensive.•We have performed a thorough comparative study of 10 evolutionary algorithms.•The improved algorithm is applied to practical engineering optimization problems.

论文关键词:Evolutionary computation,Marine predator algorithm,Improvement strategy,Golden-Sine factor,Engineering design optimization

论文评审过程:Received 25 January 2022, Revised 13 July 2022, Accepted 5 August 2022, Available online 9 August 2022, Version of Record 13 August 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.118460