Computational Intelligence: Collaboration, Fusion and Emergence

Computational Intelligence: Collaboration, Fusion and Emergence (Hardcover)

By Christine L Mumford 
Publisher: Springer
Edition: Hardcover
Language: English
ISBN: 3642017983
EAN: 9783642017988
No. of Units: 1
No. of Pages: 732
Publish Date: 2009-07-21
Binding: Hardcover
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Description

This book is about synergy in computational intelligence (CI). It is a c- lection of chapters that covers a rich and diverse variety of computer-based techniques, all involving some aspect of computational intelligence, but each one taking a somewhat pragmatic view. Many complex problems in the real world require the application of some form of what we loosely call intel- gence fortheirsolution. Fewcanbesolvedbythenaiveapplicationofasingle technique, however good it is. Authors in this collection recognize the li- tations of individual paradigms, and propose some practical and novel ways in which di?erent CI techniques can be combined with each other, or with more traditional computational techniques, to produce powerful probl- solving environments which exhibit synergy, i. e., systems in which the whole 1 is greater than the sum of the parts . Computational intelligence is a relatively new term, and there is some d- agreement as to its precise de?nition. Some practitioners limit its scope to schemes involving evolutionary algorithms, neural networks, fuzzy logic, or hybrids of these. For others, the de?nition is a little more ?exible, and will include paradigms such as Bayesian belief networks, multi-agent systems, case-based reasoning and so on. Generally, the term has a similar meaning to the well-known phrase Arti?cial Intelligence (AI), although CI is p- ceived moreas a bottom up approachfrom which intelligent behaviour can emerge, whereasAItendstobestudiedfromthe topdown, andderivefrom pondering upon the meaning of intelligence . (These and other key issues will be discussed in more detail in Chapter 1."
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Specification

Title: Computational Intelligence: Collaboration, Fusion and Emergence
Publisher: Springer
Author: Christine L Mumford
Edition: Hardcover
Language: English
ISBN: 3642017983
EAN: 9783642017988
No. of Units: 1
No. of Pages: 732
Publish Date: 2009-07-21
Binding: Hardcover

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