Computational Intelligence Paradigms: Innovative Applications - Couverture souple

 
9783642098390: Computational Intelligence Paradigms: Innovative Applications
Couverture souple
ISBN 10 : 3642098398 ISBN 13 : 9783642098390
Editeur : Springer, 2010

Synopsis

System designers are faced with a large set of data which has to be analysed and processed efficiently. Advanced computational intelligence paradigms present tremendous advantages by offering capabilities such as learning, generalisation and robustness. These capabilities help in designing complex systems which are intelligent and robust.

The book includes a sample of research on the innovative applications of advanced computational intelligence paradigms. The characteristics of computational intelligence paradigms such as learning, generalization based on learned knowledge, knowledge extraction from imprecise and incomplete data are the extremely important for the implementation of intelligent machines. The chapters include architectures of computational intelligence paradigms, knowledge discovery, pattern classification, clusters, support vector machines and gene linkage analysis. We believe that the research on computational intelligence will simulate great interest among designers and researchers of complex systems. It is important to use the fusion of various constituents of computational intelligence to offset the demerits of one paradigm by the merits of another.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This book features research on the innovative applications of advanced computational intelligence paradigms. Coverage includes architectures of computational intelligence paradigms, knowledge discovery, pattern classification, and gene linkage analysis.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2010
Langue
anglais
ISBN 10 
3642098398
ISBN 13 
9783642098390
Reliure
Broché
Nombre de pages
292
Éditeur
Sato-Ilic Mika, Virvou Maria, Tsihrintzis George A, Balas Valentina Emilia, Abeynayake Canicious
Coordonnées du fabricant
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

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Heidelberg
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Allemagne

Autres éditions populaires du même titre

9783540794738: Computational Intelligence Paradigms: Innovative Applications

Edition présentée

ISBN 10 :  3540794735 ISBN 13 :  9783540794738
Editeur : Springer-Verlag Berlin and Heide..., 2008
Couverture rigide