An efficient slime mould algorithm for solving multi-objective optimization problems

作者：

Highlights：

• MOSMA is proposed for solving multi-objective optimization problems.

• CEC’20 test suite and 4 engineering problems are utilized for verification.

• The helical coil spring for automotive application is solved.

• MOSMA method is analysed using various analysis metrics such as PS and PF.

• Experimental results confirm the effectiveness of the MOSMA in practice.

摘要

•MOSMA is proposed for solving multi-objective optimization problems.•CEC’20 test suite and 4 engineering problems are utilized for verification.•The helical coil spring for automotive application is solved.•MOSMA method is analysed using various analysis metrics such as PS and PF.•Experimental results confirm the effectiveness of the MOSMA in practice.

论文关键词：Slime mould algorithm,Evolutionary algorithm,Multi-objective optimization,Pareto optimal solutions,CEC’20 benchmark functions

论文评审过程：Received 24 April 2021, Revised 2 August 2021, Accepted 3 September 2021, Available online 22 September 2021, Version of Record 24 September 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115870