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      Literature & Fiction Books > Foreign Language Fiction Books
      Paperback Fuzzy-Modell-Identifikation und Steuerung nichtlinearer Systeme [German] Book
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      ISBN: 6203592374

      ISBN13: 9786203592375

      Fuzzy-Modell-Identifikation und Steuerung nichtlinearer Systeme (German Edition)

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      Book Overview

      Dieses Buch stellt eine Forschungsarbeit zur Identifikation und Steuerung nichtlinearer Systeme auf der Basis von Fuzzy-Modellen vor. Ein TS-Fuzzy-Modell wurde erfolgreich f r ein bekanntes Benchmark-Problem der Identifikation nichtlinearer Anlagendaten implementiert. F r die Klassifizierung der Input-Output-Datenpunkte wurde ein FCM-Clustering-Ansatz verwendet. Nach dem Clustering wird die Methode des Gradientenabstiegs f r das Lernen der Parameter verwendet. Das Verfahren wurde auch auf ein reales Datenproblem angewandt, bei dem es sich um ein Modell der Steuerung einer Chemieanlage durch einen Bediener handelt, und die Genauigkeit war mit den in der Literatur ver ffentlichten Ergebnissen vergleichbar. Das gesamte System wurde mit MATLAB 7.0/Simulink Toolbox modelliert.

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