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Soft Computing Applications in Optimization, Control, and Recognition: 294 (Studies in Fuzziness and Soft Computing) - Softcover

 
9783642443923: Soft Computing Applications in Optimization, Control, and Recognition: 294 (Studies in Fuzziness and Soft Computing)

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Soft computing includes several intelligent computing paradigms, like fuzzy logic, neural networks, and bio-inspired optimization algorithms. This book describes the application of soft computing techniques to intelligent control, pattern recognition, and optimization problems. The book is organized in four main parts. The first part deals with nature-inspired optimization methods and their applications. Papers included in this part propose new models for achieving intelligent optimization in different application areas. The second part discusses hybrid intelligent systems for achieving control. Papers included in this part make use of nature-inspired techniques, like evolutionary algorithms, fuzzy logic and neural networks, for the optimal design of intelligent controllers for different kind of applications. Papers in the third part focus on intelligent techniques for pattern recognition and propose new methods to solve complex pattern recognition problems. The fourth part discusses new theoretical concepts and methods for the application of soft computing to many different areas, such as natural language processing, clustering and optimization.

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Soft computing includes several intelligent computing paradigms, like fuzzy logic, neural networks, and bio-inspired optimization algorithms. This book describes the application of soft computing techniques to intelligent control, pattern recognition, and optimization problems. The book is organized in four main parts. The first part deals with nature-inspired optimization methods and their applications. Papers included in this part propose new models for achieving intelligent optimization in different application areas. The second part discusses hybrid intelligent systems for achieving control. Papers included in this part make use of nature-inspired techniques, like evolutionary algorithms, fuzzy logic and neural networks, for the optimal design of intelligent controllers for different kind of applications. Papers in the third part focus on intelligent techniques for pattern recognition and propose new methods to solve complex pattern recognition problems. The fourth part discusses new theoretical concepts and methods for the application of soft computing to many different areas, such as natural language processing, clustering and optimization.

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  • VerlagSpringer
  • Erscheinungsdatum2015
  • ISBN 10 3642443923
  • ISBN 13 9783642443923
  • EinbandTapa blanda
  • SpracheEnglisch
  • Anzahl der Seiten352
  • HerausgeberMelin Patricia, Castillo Oscar
  • Kontakt zum HerstellerNicht verfügbar

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9783642353222: Soft Computing Applications in Optimization, Control, and Recognition: 294 (Studies in Fuzziness and Soft Computing)

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ISBN 10:  3642353223 ISBN 13:  9783642353222
Verlag: Springer, 2012
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Oscar Castillo
ISBN 10: 3642443923 ISBN 13: 9783642443923
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Soft computing includes several intelligent computing paradigms, like fuzzy logic, neural networks, and bio-inspired optimization algorithms. This book describes the application of soft computing techniques to intelligent control, pattern recognition, and optimization problems. The book is organized in four main parts. The first part deals with nature-inspired optimization methods and their applications. Papers included in this part propose new models for achieving intelligent optimization in different application areas. The second part discusses hybrid intelligent systems for achieving control. Papers included in this part make use of nature-inspired techniques, like evolutionary algorithms, fuzzy logic and neural networks, for the optimal design of intelligent controllers for different kind of applications. Papers in the third part focus on intelligent techniques for pattern recognition and propose new methods to solve complex pattern recognition problems. The fourth part discusses new theoretical concepts and methods for the application of soft computing to many different areas, such as natural language processing, clustering and optimization. Artikel-Nr. 9783642443923

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Verlag: Springer, 2015
ISBN 10: 3642443923 ISBN 13: 9783642443923
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