عنوان

Fundamentals of computational intelligence :

(Number (ISBN

1119214351

(Number (ISBN

111921436X

(Number (ISBN

1119214408

(Number (ISBN

9781119214359

(Number (ISBN

9781119214366

(Number (ISBN

9781119214403

Erroneous ISBN

1119214343

Erroneous ISBN

9781119214342

Number

dltt

Title Proper

Fundamentals of computational intelligence :

General Material Designation

[Book]

Other Title Information

neural networks, fuzzy systems, and evolutionary computation /

First Statement of Responsibility

James M. Keller, Derong Liu, David B. Fogel

Specific Material Designation and Extent of Item

1 online resource (xi, 364 pages) :

Other Physical Details

illustrations.

Series Title

IEEE Press series on computational intelligence

Text of Note

Includes bibliographical references and index

Text of Note

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

Title

Fundamentals of computational intelligence

International Standard Book Number

9781119214342

Expert systems (Computer science)

COM-- 000000

Number

Edition

Class number

Book number

Keller, James M.

Fogel, David B.

Liu, Derong,1963-

Ohio Library and Information Network.

Date of Transaction

20170417063808.7

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y