Neural Networks and Fuzzy Systems: Theory and Applications - Hardcover

Abe, Shigeo

 
9780792398141: Neural Networks and Fuzzy Systems: Theory and Applications
Hardcover
ISBN 10: 0792398149 ISBN 13: 9780792398141
Verlag: Springer, 1996

Inhaltsangabe

Neural Networks and Fuzzy Systems: Theory and Applications discusses theories that have proven useful in applying neural networks and fuzzy systems to real world problems. The book includes performance comparison of neural networks and fuzzy systems using data gathered from real systems. Topics covered include the Hopfield network for combinatorial optimization problems, multilayered neural networks for pattern classification and function approximation, fuzzy systems that have the same functions as multilayered networks, and composite systems that have been successfully applied to real world problems. The author also includes representative neural network models such as the Kohonen network and radial basis function network. New fuzzy systems with learning capabilities are also covered.
The advantages and disadvantages of neural networks and fuzzy systems are examined. The performance of these two systems in license plate recognition, a water purification plant, blood cell classification, and other real world problems is compared.

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Verlag
Springer
Erscheinungsdatum
1996
Sprache
Englisch
ISBN 10 
0792398149
ISBN 13 
9780792398141
Einband
Gebundene Ausgabe
Anzahl der Seiten
274
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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Softcover