Opposition-based spiral dynamic algorithm with an application to optimize type-2 fuzzy control for an inverted pendulum system

作者:

Highlights:

• Incorporate Quasi-reflected and Quasi oppositions into Spiral Dynamic Algorithm.

• Statistical analysis via Friedman and Wilcoxon Tests on benchmark functions.

• Optimize an Interval Type-2 Fuzzy Logic Control for an Inverted Pendulum System.

摘要

•Incorporate Quasi-reflected and Quasi oppositions into Spiral Dynamic Algorithm.•Statistical analysis via Friedman and Wilcoxon Tests on benchmark functions.•Optimize an Interval Type-2 Fuzzy Logic Control for an Inverted Pendulum System.

论文关键词:Spiral dynamics,Type-2 fuzzy control,Inverted pendulum,Opposition learning

论文评审过程:Received 12 July 2021, Revised 5 January 2022, Accepted 6 February 2022, Available online 11 February 2022, Version of Record 16 February 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.116661