Multi-objective sparrow search algorithm: A novel algorithm for solving complex multi-objective optimisation problems

作者：

Highlights：

• A novel multi-objective sparrow search algorithm (MOSSA) is proposed.

• 2k crowding-distance entropy is proposed to maintain the diversity.

• The formulas of updating positions and adaptive parameters are modified.

• The optimal strategy of the positions is added to MOSSA.

摘要

•A novel multi-objective sparrow search algorithm (MOSSA) is proposed.•2k crowding-distance entropy is proposed to maintain the diversity.•The formulas of updating positions and adaptive parameters are modified.•The optimal strategy of the positions is added to MOSSA.

论文关键词：Multi-objective optimisation problems,Multi-objective sparrow search algorithm,Fast non-dominated sorting,2k crowding-distance entropy,Adaptive parameters

论文评审过程：Received 12 December 2021, Revised 21 June 2022, Accepted 3 August 2022, Available online 13 August 2022, Version of Record 17 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118414