Improved salp swarm algorithm based on gravitational search and multi-leader search strategies

• Published in: AIMS mathematics Vol. 8; no. 3; pp. 5099 - 5123
• Main Authors: Zhang, Xuncai, Liu, Guanhe, Zhao, Kai, Niu, Ying
• Format: Journal Article
• Language: English
• Published: AIMS Press 01.01.2023
• Subjects: gravitational search strategy; multi-leader search strategy; salp swarm optimization; tension/compression spring design problem; wilcoxon's rank-sum test
• ISSN: 2473-6988; 2473-6988
• DOI: 10.3934/math.2023256

The salp swarm algorithm (SSA) will converge prematurely and fall into local optimum when solving complex high-dimensional multimodal optimization tasks. This paper proposes an improved SSA (GMLSSA) based on gravitational search and multi-swarm search strategies. In the gravitational search strategy...