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Item Details
Title: SOFT COMPUTING
INTEGRATING EVOLUTIONARY, NEURAL, AND FUZZY SYSTEMS
By: Andrea Tettamanzi, Marco Tomassini, J. Jansen
Format: Hardback

List price: £53.99


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ISBN 10: 3540422048
ISBN 13: 9783540422044
Publisher: SPRINGER-VERLAG BERLIN AND HEIDELBERG GMBH & CO. KG
Pub. date: 7 September, 2001
Edition: 2001 ed.
Pages: 328
Description: This work presents a 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.
Synopsis: 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
Illustrations: 5 Tables, black and white; XIII, 328 p.
Publication: Germany
Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Returns: Returnable
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