Computationally complex, nonlinear systems modeling using neural networks
Institution: | Missouri University of Science and Technology |
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Department: | |
Year: | 2004 |
Record ID: | 1751691 |
Full text PDF: | http://hdl.handle.net/10355/24927 |
"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.