A Type 2 wavelet brain emotional learning network with double recurrent loops based controller for nonlinear systems

• Published in: Knowledge-based systems Vol. 251; p. 109274
• Main Authors: Wang, Zi-Qi, Li, Li-Jiang, Chao, Fei, Lin, Chih-Min, Yang, Longzhi, Zhou, Changle, Chang, Xiang, Shang, Changjing, Shen, Qiang
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 05.09.2022
• Subjects: Brain emotional learning network; Double recurrent neural loops; Neural network control systems; Nonlinear systems; Double recurrent neural loops; Brain emotional learning network; Neural network control systems; Nonlinear systems

Conventional controllers for nonlinear systems often suffer from co-existences of non-linearity and uncertainty. This paper proposes a novel brain emotional neural network to address such challenges. The proposed network integrates a Type 2 wavelet neural network into a conventional brain emotional...