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Autor: Andries P. Engelbrecht
ISBN-13: 9780470512500
Einband: E-Book
Seiten: 628
Sprache: Englisch
eBook Typ: PDF
eBook Format: E-Book
Kopierschutz: Adobe DRM [Hard-DRM]
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Computational Intelligence

An Introduction
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Computational Intelligence: An Introduction, Second Editionoffers an in-depth exploration into the adaptive mechanisms thatenable intelligent behaviour in complex and changing environments.The main focus of this text is centred on the computationalmodelling of biological and natural intelligent systems,encompassing swarm intelligence, fuzzy systems, artificial neutralnetworks, artificial immune systems and evolutionary computation.
Engelbrecht provides readers with a wide knowledge ofComputational Intelligence (CI) paradigms and algorithms; invitingreaders to implement and problem solve real-world, complex problemswithin the CI development framework. This implementation frameworkwill enable readers to tackle new problems without any difficultythrough 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 incomputational intelligence with more elaborate discussions onintelligence and artificial intelligence (AI).
* New discussion of Darwinian evolution versus Lamarckianevolution, also including swarm robotics, hybrid systems andartificial immune systems.
* A section on how to perform empirical studies; topics includingstatistical analysis of stochastic algorithms, and an open sourcelibrary of CI algorithms.
* Tables, illustrations, graphs, examples, assignments, Java codeimplementing the algorithms, and a complete CI implementation andexperimental framework.

Computational Intelligence: An Introduction, SecondEdition is essential reading for third and fourth yearundergraduate and postgraduate students studying CI. The firstedition has been prescribed by a number of overseas universitiesand is thus a valuable teaching tool. In addition, it will also bea useful resource for researchers in Computational Intelligence andArtificial Intelligence, as well as engineers, statisticians,operational researchers, and bioinformaticians with an interest inapplying AI or CI to solve problems in their domains.

Check out ci.cs.up.ac.za forexamples, assignments and Java code implementing thealgorithms.

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Autor: Andries P. Engelbrecht
ISBN-13 :: 9780470512500
ISBN: 0470512504
Verlag: John Wiley & Sons
Seiten: 628
Sprache: Englisch
Auflage 2, 2. Auflage
Sonstiges: Ebook