Evolutionary constrained optimization with hybrid constraint-handling technique

作者：

Highlights：

• The hybrid constraint-handling technique (HCT) is proposed.

• The elite replacement strategy is proposed.

• Information of the population during the evolution process is used effectively.

• The criterion for judging that the population falls into a local optimum is proposed.

• The simple population restart mechanism is proposed.

摘要

•The hybrid constraint-handling technique (HCT) is proposed.•The elite replacement strategy is proposed.•Information of the population during the evolution process is used effectively.•The criterion for judging that the population falls into a local optimum is proposed.•The simple population restart mechanism is proposed.

论文关键词：Evolutionary constrained optimization,Hybrid constraint-handling technique,Differential evolution,Restart mechanism

论文评审过程：Received 24 March 2022, Revised 21 August 2022, Accepted 21 August 2022, Available online 28 August 2022, Version of Record 5 September 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118660