Modified Spider Monkey Optimization based on Nelder–Mead method for global optimization

作者：

Highlights：

• Alternative global optimization method is proposed using SMO algorithm and NM.

• The proposed SMONM algorithm enhancing local leader phase of SMO by using NM.

• The performance of SMONM is better than SMO over a set of experimental.

• Also, the performance of SMONM algorithm is better than other algorithms.

摘要

•Alternative global optimization method is proposed using SMO algorithm and NM.•The proposed SMONM algorithm enhancing local leader phase of SMO by using NM.•The performance of SMONM is better than SMO over a set of experimental.•Also, the performance of SMONM algorithm is better than other algorithms.

论文关键词：Swarm intelligence,Meta-heuristic algorithm,Spider Monkey Optimization (SMO),Nelder–Mead (NM) method,Global optimization

论文评审过程：Received 10 January 2018, Revised 30 May 2018, Accepted 31 May 2018, Available online 5 June 2018, Version of Record 18 June 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.05.040