Téléchargez le livre : Fundamentals of Computational Intelligence

Fundamentals of Computational Intelligence

Neural Networks, Fuzzy Systems, and Evolutionary Computation de

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Éditeur :

Wiley-IEEE Press


Collection :

IEEE Press Series on Computational Intelligence

Paru le : 2016-07-13

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Description

Provides an in-depth and even treatment of the three pillars of computational intelligence and how they relate to one another 
This book covers the three fundamental topics that form the basis of computational intelligence:  neural networks, fuzzy systems, and evolutionary computation. The text focuses on inspiration, design, theory, and practical aspects of implementing procedures to solve real-world problems. While other books in the three fields that comprise computational intelligence are written by specialists in one discipline, this book is co-written by current former Editor-in-Chief of IEEE Transactions on Neural Networks and Learning Systems, a former Editor-in-Chief of IEEE Transactions on Fuzzy Systems, and the founding Editor-in-Chief of IEEE Transactions on Evolutionary Computation. The coverage across the three topics is both uniform and consistent in style and notation. Discusses single-layer and multilayer neural networks, radial-basis function networks, and recurrent neural networks Covers fuzzy set theory, fuzzy relations, fuzzy logic interference, fuzzy clustering and classification, fuzzy measures and fuzzy integrals Examines evolutionary optimization, evolutionary learning and problem solving, and collective intelligence Includes end-of-chapter practice problems that will help readers apply methods and techniques to real-world problems
Fundamentals of Computational intelligence is written for advanced undergraduates, graduate students, and practitioners in electrical and computer engineering, computer science, and other engineering disciplines.
Pages
378 pages
Collection
IEEE Press Series on Computational Intelligence
Parution
2016-07-13
Marque
Wiley-IEEE Press
EAN papier
9781119214342
EAN PDF
9781119214359
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
378
Taille du fichier
62259 Ko
Prix
125,54 €
EAN EPUB
9781119214366
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
378
Taille du fichier
9257 Ko
Prix
125,54 €

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