A novel predictive method based on key points for dynamic multi-objective optimization

作者：

Highlights：

• TOPSIS is incorporated into the key points guided evolutionary algorithm framework.

• The score computed by TOPSIS is used in mating and environment selection.

• A prediction method is applied for tracking the locations of these key points.

摘要

•TOPSIS is incorporated into the key points guided evolutionary algorithm framework.•The score computed by TOPSIS is used in mating and environment selection.•A prediction method is applied for tracking the locations of these key points.

论文关键词：Dynamic multi-objective optimization,TOPSIS,Clustering strategy,Predictive strategy

论文评审过程：Received 4 May 2021, Revised 28 August 2021, Accepted 17 October 2021, Available online 9 November 2021, Version of Record 15 November 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116127