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melin patricia (curatore); castillo oscar (curatore) - soft computing applications in optimization, control, and recognition

Soft Computing Applications in Optimization, Control, and Recognition

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 01/2015
Edizione: 2013





Trama

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.





Sommario

Part I Optimization Methods and Applications.- Part II Soft Computing in Intelligent Control Applications.- Part III Soft Computing in Pattern Recognition Applications.- Part IV Soft Computing: Theory and new Models.










Altre Informazioni

ISBN:

9783642443923

Condizione: Nuovo
Collana: Studies in Fuzziness and Soft Computing
Dimensioni: 235 x 155 mm Ø 5329 gr
Formato: Brossura
Illustration Notes:VIII, 344 p.
Pagine Arabe: 344
Pagine Romane: viii


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