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Kansikuva: Fundamentals of Computational Intelligence

Fundamentals of Computational Intelligence

Neural Networks, Fuzzy Systems, and Evolutionary Computation

Tekijä: James M. Keller; Derong Liu; David B. Fogel

Info

Kirjan Fundamentals of Computational Intelligence (2016) on kirjoittanut James M. Keller. Kirjan kieli on englanti, ja sen on kustantanut Wiley-Blackwell. Kirja on laajuudeltaan 378 sivua ja se on sidottu.

Kuvaus

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 networksCovers fuzzy set theory, fuzzy relations, fuzzy logic interference, fuzzy clustering and classification, fuzzy measures and fuzzy integralsExamines evolutionary optimization, evolutionary learning and problem solving, and collective intelligenceIncludes 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.

Tuotetiedot

ISBN 9781119214342
Kustantaja Wiley-Blackwell
Julkaistu 23.8.2016
Formaatti sidottu
Kieli englanti
Sivumäärä 378
Paino 658g
Otsikko Fundamentals of Computational Intelligence
Tekijä James M. Keller; Derong Liu; David B. Fogel

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