Fundamentals of Computational Intelligence

Fundamentals of Computational Intelligence

Wiley- IEEE | Computer Science | Jul 12 2016 | ISBN-10: 1119214343 | 378 Pages | PDF | 62.62 mb


by James M. Keller (Author), Derong Liu (Author), David B. Fogel (Author)

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.

Topics
Computer Science
Artificial Intelligence
Engineering
Electronics

Download:

http://longfiles.com/9goz2wt0mtra/Fundamentals_of_Computational_Intelligence.pdf.html

[Fast Download] Fundamentals of Computational Intelligence


Ebooks related to "Fundamentals of Computational Intelligence" :
Fab Labs: Innovative User
Thinking Geometrically: A Survey of Geometries
Topics in harmonic analysis
Geometry For Dummies, 3rd Edition
Statistics For Dummies, 2nd Edition
Cohomology of Number Fields
Schaum's Outline of Trigonometry, 4th edition
Advanced Algebra, Digital Second Edition
Differential Equations: Their Solution Using Symmetries
Introduction to the Finite Element Method
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.