Novel Adaptive Charged System Search algorithm for optimal tuning of fuzzy controllers

作者：

Highlights：

• An Adaptive Charged System Search (ACSS) algorithm is proposed.

• The ACSS algorithm consists of five stages.

• An ACSS-based design and tuning method for Takagi–Sugeno fuzzy controllers is offered.

• The optimal tuning of fuzzy controllers with a reduced process parametric sensitivity is given.

摘要

•An Adaptive Charged System Search (ACSS) algorithm is proposed.•The ACSS algorithm consists of five stages.•An ACSS-based design and tuning method for Takagi–Sugeno fuzzy controllers is offered.•The optimal tuning of fuzzy controllers with a reduced process parametric sensitivity is given.

论文关键词：Fuzzy logic-based Adaptive Charged System Search algorithms,Optimization problems,Process gain sensitivity,Sensitivity models,Takagi–Sugeno PI-fuzzy controllers

论文评审过程：Available online 7 August 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.07.110