A parameter selection strategy for particle swarm optimization based on particle positions

作者：

Highlights：

• A relationship between the dynamic process of PSO and the transition process is proposed.

• A novel parameter strategy for PSO is proven using the overshoot and the peak time.

• The parameters obtained from our strategy are coincided with the published results.

• The new strategy is applied to equally spaced linear array synthesis examples.

摘要

•A relationship between the dynamic process of PSO and the transition process is proposed.•A novel parameter strategy for PSO is proven using the overshoot and the peak time.•The parameters obtained from our strategy are coincided with the published results.•The new strategy is applied to equally spaced linear array synthesis examples.

论文关键词：Particle swarm optimization,Parameter selection,Overshoot,Peak time

论文评审过程：Available online 9 November 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.10.061