Nonlinear dynamic system identification using Chebyshev functional link artificial neural networks

• Main Authors: Kot, Alex Chichung, Patra, Jagdish Chandra
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2011
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Power electronics
• Online Access: https://hdl.handle.net/10356/94174; http://hdl.handle.net/10220/7094
• Institution: Nanyang Technological University

A computationally efficient artificial neural network (ANN) for the purpose of dynamic nonlinear system identification is proposed. The major drawback of feedforward neural networks, such as multilayer perceptrons (MLPs) trained with the backpropagation (BP) algorithm, is that they require a large a...