Soft Computing : New Trends and Applications

Language: English

Published by Springer London Mai 2001, 2001

1852333081 / 9781852333089

Series: Book 10 of 28 - Advanced Textbooks in Control and Signal Processing

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Softcover

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Neuware - In the last decade new artificial intelligence methods for the modelling and control of complex systems, namely neural networks, fuzzy logic and probabilistic reasoning have drawn the interest of researchers and engineers. Recently, the advantages achievable by using combinations of these methods, which have independent origin and evolution, have been pointed out, generating a new paradigm which is now termed 'soft-computing'. This new methodology subsumes the capabilities of neural networks for modelling non-linear systems and for solving classification problems, the power of fuzzy-logic to represent approximate or heuristic reasoning and the large capabilities of evolutionary computation for problem optimisation. The book presents a clear understanding of a new type of computation system, the cellular neural network (CNN), which has been successfully applied to the solution of many heavy computation problems, mainly in the fields of image processing and complex partial differential equations. CNNs' computation-based systems represent new opportunities for improving the soft-computation toolbox. The application of soft computing to complex systems and in particular to chaotic systems with the generation of chaotic dynamics by using CNN is also described. These aspects are of particular interest owing to their growing interest for research and application purposes.Specific topics covered in the text include:- fuzzy logic, control and neural networks;- artificial neural networks and their application in the modelling and control of dynamical systems;- evolutionary optimisation algorithms;- complex dynamics and cellular neural networks;- applications in urban traffic noise monitoring, robot control and rapid thermal process systems.…

Seller Inventory # 9781852333089

Title
Soft Computing : New Trends and Applications
Author
Luigi Fortuna
Publisher
Springer London Mai 2001
Publication year
2001
Condition
Neu
Binding
Kombiprodukt
Language
English
ISBN 10
1852333081
ISBN 13
9781852333089
Item weight
429 grams
Dimensions
235x155x16 mm
Series
Book 10 of 28: Advanced Textbooks in Control and Signal Processing

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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