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Andries P. Engelbrecht - Computational Intelligence: An Introduction - 9780470035610 - V9780470035610
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Computational Intelligence: An Introduction

€ 98.98
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Description for Computational Intelligence: An Introduction Hardcover. The main focus of the book is on computational modelling of biological and natural intelligent systems in order to develop nature inspired artificially intelligent systems. These algorithmic models have as their main objective to facilitate the implementation of artificial intelligent systems for solving complex real-world systems (e.g. Num Pages: 628 pages, Illustrations. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 254 x 180 x 40. Weight in Grams: 1232.
Computational Intelligence: An Introduction, Second Edition offers an in-depth exploration into the adaptive mechanisms that enable intelligent behaviour in complex and changing environments. The main focus of this text is centred on the computational modelling of biological and natural intelligent systems, encompassing swarm intelligence, fuzzy systems, artificial neutral networks, artificial immune systems and evolutionary computation.

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 ... Read more

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 http://www.ci.cs.up.ac.za for examples, assignments and Java code implementing the algorithms.

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Product Details

Format
Hardback
Publication date
2007
Publisher
John Wiley & Sons Inc
Number of pages
628
Condition
New
Number of Pages
640
Place of Publication
New York, United States
ISBN
9780470035610
SKU
V9780470035610
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-1

About Andries P. Engelbrecht
Andries P. Engelbrecht is a full professor in Computer Science at the University of Pretoria, South Africa. He holds a PhD (Computer Science) from the University of Stellenbosch (1999) and has been actively involved in the research of computational intelligence since 1992. His group performs research in artificial neural networks, swarm intelligence, evolutionary computation, artificial immune systems, data and text ... Read more

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