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Intelligent Systems - A Modern Approach (Hardcover, 2011 ed.) Loot Price: R4,648
Discovery Miles 46 480
You Save: R775 (14%)
Intelligent Systems - A Modern Approach (Hardcover, 2011 ed.): Crina Grosan, Ajith Abraham

Intelligent Systems - A Modern Approach (Hardcover, 2011 ed.)

Crina Grosan, Ajith Abraham

Series: Intelligent Systems Reference Library, 17

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List price R5,423 Loot Price R4,648 Discovery Miles 46 480 | Repayment Terms: R436 pm x 12* You Save R775 (14%)

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Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. The current experimental systems have many of the characteristics of biological computers (brains in other words) and are beginning to be built to perform a variety of tasks that are difficult or impossible to do with conventional computers. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. This book comprising of 17 chapters offers a step-by-step introduction (in a chronological order) to the various modern computational intelligence tools used in practical problem solving. Staring with different search techniques including informed and uninformed search, heuristic search, minmax, alpha-beta pruning methods, evolutionary algorithms and swarm intelligent techniques; the authors illustrate the design of knowledge-based systems and advanced expert systems, which incorporate uncertainty and fuzziness. Machine learning algorithms including decision trees and artificial neural networks are presented and finally the fundamentals of hybrid intelligent systems are also depicted. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques, machine learning and data mining would find the comprehensive coverage of this book invaluable.

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Intelligent Systems Reference Library, 17
Release date: July 2011
First published: 2011
Authors: Crina Grosan • Ajith Abraham
Dimensions: 235 x 155 x 25mm (L x W x T)
Format: Hardcover
Pages: 450
Edition: 2011 ed.
ISBN-13: 978-3-642-21003-7
Categories: Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN: 3-642-21003-1
Barcode: 9783642210037

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