Advancement of the search process of salp swarm algorithm for global optimization problems
作者:
Highlights:
• A novel variant of salp swarm algorithm is proposed.
• The proposal fruitfully employs three simple but effective methodologies.
• It is applied to 35 benchmark test functions and four real-life application problems.
• Results are widely compared to the relevant results in literature.
• The findings are highly impressive, ratifying the overt potential of this work.
摘要
•A novel variant of salp swarm algorithm is proposed.•The proposal fruitfully employs three simple but effective methodologies.•It is applied to 35 benchmark test functions and four real-life application problems.•Results are widely compared to the relevant results in literature.•The findings are highly impressive, ratifying the overt potential of this work.
论文关键词:Modified algorithm,Chaos theory,Sinusoidal map,Mutualism,Global optimization
论文评审过程:Received 23 October 2020, Revised 25 March 2021, Accepted 24 May 2021, Available online 29 May 2021, Version of Record 3 June 2021.
论文官网地址:https://doi.org/10.1016/j.eswa.2021.115292