An improved adaptive differential evolution algorithm for continuous optimization

作者:

Highlights:

• pbest roulette wheel selection and pbest retention mechanism are proposed.

• Benchmark and real-world application problems have been studied.

• The experimental results show that the algorithm is competitive.

摘要

•pbest roulette wheel selection and pbest retention mechanism are proposed.•Benchmark and real-world application problems have been studied.•The experimental results show that the algorithm is competitive.

论文关键词:Differential evolution,pbest retention mechanism,Adaptive parameter control,pbest roulette wheel selection,Real-world application problems

论文评审过程:Received 14 April 2015, Revised 18 September 2015, Accepted 20 September 2015, Available online 30 September 2015, Version of Record 10 November 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.09.031