An improved NSGA-III algorithm based on distance dominance relation for many-objective optimization

作者：

Highlights：

• A new distance domination relation is proposed to select the non-dominant solution.

• The association criterion of NSGA- III algorithm is improved.

• Combined with the proposed distance domination relation improved NSGA- III algorithm.

摘要

•A new distance domination relation is proposed to select the non-dominant solution.•The association criterion of NSGA- III algorithm is improved.•Combined with the proposed distance domination relation improved NSGA- III algorithm.

论文关键词：Many-objective optimization,Distance dominance relation,Convergence,Diversity,NSGA- III

论文评审过程：Received 6 July 2021, Revised 19 May 2022, Accepted 31 May 2022, Available online 9 June 2022, Version of Record 4 July 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117738