AbstractsComputer Science

Computationally complex, nonlinear systems modeling using neural networks

by Xiao Hu




Institution: Missouri University of Science and Technology
Department:
Year: 2004
Record ID: 1751691
Full text PDF: http://hdl.handle.net/10355/24927


Abstract

"Neural networks, a powerful machine learning paradigm, have been successfully applied to a wide spectrum of practical problems. This dissertation discusses the modeling of three nonlinear systems using neural networks. Although they are different problems in different fields, they share a common factor - they are all complex nonlinear systems and they all utilize neural networks to model the system and to solve the problem" – Abstract, leaf iv.