Constrained min–max optimization via the improved constraint-activated differential evolution with escape vectors

作者：

Highlights：

• A new scheme to solve the issue of premature convergence of differential evolution.

• New test functions to evaluate constrained min–max optimization algorithms (CMMOA).

• An improved CMMOA to achieve a quite satisfied success rate.

摘要

•A new scheme to solve the issue of premature convergence of differential evolution.•New test functions to evaluate constrained min–max optimization algorithms (CMMOA).•An improved CMMOA to achieve a quite satisfied success rate.

论文关键词：Constrained min–max optimization,Differential evolution,Robust design

论文评审过程：Received 24 August 2015, Revised 26 October 2015, Accepted 29 October 2015, Available online 2 November 2015, Version of Record 18 November 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.10.042