Nonlinear dynamic system identification using Chebyshev functional link artificial neural networks

• المؤلفون الرئيسيون: Kot, Alex Chichung, Patra, Jagdish Chandra
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2011
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Power electronics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/94174; http://hdl.handle.net/10220/7094
• المؤسسة: 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...