| A Wavelet-Based Fuzzy Neural Network for Interpolation of Fuzzy If-Then Rules |
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| 摘 要： | 1.INTRODUCTIONFuzzyneuralnetwork(FNN)isofmanyforms.AccordingtoBuckleyandHayashi,FNNsfellintothreecategoriesbythe~enceamongtheinputs,outputsandweights.OnekindoftheFNNscanillterpolstetheif-thenrules.ThisldndofFNNacqtheestheif-thenrulesfromhUmanexpertsorerperhaentsdsta.Tchngthisif-thenrulesasteachers,thenetworkistrainedandtheparametersoftheFNNaredetechned.Thenthetrainednetworkcan~thegeneralreasoningofif-thenrulesandthebaseoftheif-thenrulebecomesperfect.TosAnpnytheidea,thehationofthe…
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A Wavelet-Based Fuzzy Neural Network for Interpolation of Fuzzy If-Then Rules |
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| Abstract: | In this paper, a wavelet-based fuzzy neural network with its structure and a learningalgorithm is proposed and the simulation results are given to prove its feasibility. |
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| Keywords: | Fuzzy reasoning WBFRNN Learning algorithm |
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