Adaptive identification and control of nonlinear systems using generalized fuzzy neural network

• Main Author: Gao, Yang.
• Other Authors: Er, Meng Joo
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
• Online Access: http://hdl.handle.net/10356/4276
• Institution: Nanyang Technological University

This thesis proposes a superior adaptive fuzzy neural network identification and control scheme for MIMO nonlinear dynamic systems in general, with a view of dealing with high complexity, uncertainties and imprecision in this class of systems. In literature, fuzzy logic and neural networks have been...