Computational Intelligence: An Introduction Hardcover - 2007
by Engelbrecht, Andries P
- Used
- Hardcover
Description
Details
- Title Computational Intelligence: An Introduction
- Author Engelbrecht, Andries P
- Binding Hardcover
- Edition 2
- Condition Used:Good
- Pages 640
- Volumes 1
- Language ENG
- Publisher Wiley
- Date 2007-11-19
- Illustrated Yes
- Features Illustrated, Index, Table of Contents
- Bookseller's Inventory # DADAX0470035617
- ISBN 9780470035610 / 0470035617
- Weight 2.68 lbs (1.22 kg)
- Dimensions 9.83 x 6.98 x 1.58 in (24.97 x 17.73 x 4.01 cm)
- Library of Congress subjects Neural networks (Computer science), Computational intelligence
- Library of Congress Catalog Number 2007021101
- Dewey Decimal Code 006
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From the publisher
From the rear cover
Engelbrecht provides readers with a wide knowledge of Computational Intelligence (CI) paradigms and algorithms; inviting readers to implement and problem solve real-world, complex problems within the CI development framework. This implementation framework will enable readers to tackle new problems without any difficulty through a single Java class as part of the CI library.
Key features of this second edition include:
- A tutorial, hands-on based presentation of the material.
- State-of-the-art coverage of the most recent developments in computational intelligence with more elaborate discussions on intelligence and artificial intelligence (AI).
- New discussion of Darwinian evolution versus Lamarckian evolution, also including swarm robotics, hybrid systems and artificial immune systems.
- A section on how to perform empirical studies; topics including statistical analysis of stochastic algorithms, and an open source library of CI algorithms.
- Tables, illustrations, graphs, examples, assignments, Java code implementing the algorithms, and a complete CI implementation and experimental framework.
Computational Intelligence: An Introduction, Second Edition is essential reading for third and fourth year undergraduate and postgraduate students studying CI. The first edition has been prescribed by a number of overseas universities and is thus a valuable teaching tool. In addition, it will also be a useful resource for researchers in Computational Intelligence and Artificial Intelligence, as well as engineers, statisticians, operational researchers, and bioinformaticians with an interest in applying AI or CI to solve problems in their domains.
Check out www.http: //ci.cs.up.ac.za for examples, assignments and Java code implementing the algorithms.
