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Soft-Computing: Mit Neuronalen Netzen, Fuzzy-Logic Und Evolutionären Algorithmen
Paperback
Series: eXamen.Press
ISBN13: 9783540209720
Publisher: Springer
Published: Sep 7 2005
Pages: 557
Weight: 1.74
Height: 1.16 Width: 6.14 Depth: 9.21
Language: German
Neuronale Netze sind parallele datenverarbeitende Strukturen, die sich selbst verändern können, um ein vorgegebenes Ein- und Ausgabeverhalten nachzuahmen. Fuzzy-Logic ist eine Erweiterung der klassischer Logik in dem Sinne, dass sie statt zwei Werten sämtliche Werte aus dem Intervall [0,1] als Wahrheitswerte zulässt. Mit solchen Fuzzy-Werten können vage oder unsichere Daten aus der realen Welt modelliert werden.
Der Autor gibt eine umfassende Einführung in die Theorie und Praxis der natürlichen Informationsverarbeitung, der Künstlichen Neuronalen Netze, der Fuzzy-Logic und der Genetischen Algorithmen sowie der Kombination der letzten drei genannten Gebiete zu komplexeren Modellen des Soft-Computing.
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