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