Soft Computing: Integrating Evolutionary, Neural, and Fuzzy Systems - Hardcover

Tettamanzi, Andrea; Tomassini, Marco

 
9783540422044: Soft Computing: Integrating Evolutionary, Neural, and Fuzzy Systems
Hardcover
ISBN 10: 3540422048 ISBN 13: 9783540422044
Verlag: Springer, 2001

Inhaltsangabe

Soft computing encompasses various computational methodologies, which, unlike conventional algorithms, are tolerant of imprecision, uncertainty, and partial truth. Soft computing technologies offer adaptability as a characteristic feature and thus permit the tracking of a problem through a changing environment. Besides some recent developments in areas like rough sets and probabilistic networks, fuzzy logic, evolutionary algorithms, and artificial neural networks are core ingredients of soft computing, which are all bio-inspired and can easily be combined synergetically.
This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as

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Verlag
Springer
Erscheinungsdatum
2001
Sprache
Englisch
ISBN 10 
3540422048
ISBN 13 
9783540422044
Einband
Gebundene Ausgabe
Anzahl der Seiten
341
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