A decomposition-based differential evolution with reinitialization for nonlinear equations systems

作者：

Highlights：

• An improved differential evolution (DDE/R) is proposed.

• Forty nonlinear equations systems are used to test the performance of DDE/R.

• DDE/R yields better results than the compared 10 algorithms.

摘要

•An improved differential evolution (DDE/R) is proposed.•Forty nonlinear equations systems are used to test the performance of DDE/R.•DDE/R yields better results than the compared 10 algorithms.

论文关键词：Nonlinear equations systems,Decomposition technique,Reinitialization,Sub-population control strategy,Differential evolution

论文评审过程：Received 1 July 2019, Revised 26 September 2019, Accepted 28 November 2019, Available online 4 December 2019, Version of Record 8 February 2020.

论文官网地址：https://doi.org/10.1016/j.knosys.2019.105312