Self-adaptive differential evolution algorithm with discrete mutation control parameters

作者：

Highlights：

• In DMPSADE, control parameters and mutation strategies could be automatically adjusted.

• We first proposed a new encoding for parameter control in DE algorithm.

• Roulette wheel is used to implement the selection of mutation strategies.

摘要

•In DMPSADE, control parameters and mutation strategies could be automatically adjusted.•We first proposed a new encoding for parameter control in DE algorithm.•Roulette wheel is used to implement the selection of mutation strategies.

论文关键词：Evolutionary computation,Differential evolution algorithm,Discrete mutation parameters,Control parameter adaptation,Mutation strategy adaptation

论文评审过程：Available online 5 October 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.09.046