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System Identification And Its Application Based On Artificial Neural Network

Posted on:2004-11-26Degree:MasterType:Thesis
Country:ChinaCandidate:S M JiaoFull Text:PDF
GTID:2168360095961949Subject:Control theory and control engineering
Abstract/Summary:PDF Full Text Request
In this paper, I described the principle and structure on neural networks. In order to approve the convergence and generalization ability, I brought forward some new methods to train neural networks. After I lucubrated dynamic neural network, a new style dynamic regressive neural network was devised and gained a good result in convergence and generalization ability. I gave the method on how to device a neural network to identify a model or reverse model. In the last chapter, I introduced the knowledge on neural network control.
Keywords/Search Tags:neural network, system identification, arithmetic, automatic control
PDF Full Text Request
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