Multi-objective spotted hyena optimizer: A Multi-objective optimization algorithm for engineering problems

作者：

Highlights：

• A novel multi-objective algorithm called Multi-objective Spotted Hyena Optimizer is proposed.

• The proposed MOSHO is benchmarked on 24 real challenging multi-objective benchmark test problems.

• The results reveal the superior convergence behaviour and coverage of proposed MOSHO.

• The results on constrained multi-objective engineering problems prove the applicability of MOSHO in real-life applications.

摘要

•A novel multi-objective algorithm called Multi-objective Spotted Hyena Optimizer is proposed.•The proposed MOSHO is benchmarked on 24 real challenging multi-objective benchmark test problems.•The results reveal the superior convergence behaviour and coverage of proposed MOSHO.•The results on constrained multi-objective engineering problems prove the applicability of MOSHO in real-life applications.

论文关键词：Multi-objective optimization,Spotted hyena optimizer,Constrained optimization,Constrained engineering design problems

论文评审过程：Received 9 August 2017, Revised 1 March 2018, Accepted 8 March 2018, Available online 8 March 2018, Version of Record 26 May 2018.

论文官网地址：https://doi.org/10.1016/j.knosys.2018.03.011