Adaptive differential evolution algorithm with novel mutation strategies in multiple sub-populations

Laizhong Cui, Genghui Li, Qiuzhen Lin, Jianyong Chen, Nan Lu

Abstract: Highlights•Three novel mutation strategies are run in three sub-populations respectively.•A novel adaptive strategy is presented to tune the systemic parameters.•A simple replacement strategy is designed to remain good solutions.