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Bradford Bks.: Emergent Computation by Stephanie Forrest (1991, Trade Paperback)

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Researchers in several fields are exploring computational systems in which interesting global behavior emerges from local interactions among component parts - an approach called emergent computation. In these systems, interactions among simultaneous computations are exploited to improve efficiency, increase flexibility, or provide more realistic models of natural phenomena. These 31 essays define and explore the concept of emergent computation in such areas as artificial networks, adaptive systems, classifier systems, connectionist learning, other learning, and biological networks to determine what properties are required of the supporting architectures that generate them. Many of the essays share the themes of design (how to construct such systems), the importance of preexisting structure to learning and the role of parallelism, and the tension between cooperative and competitive models of interaction. In the introduction, Stephanie Forrest presents several detailed examples of the kinds of problems emergent computation can address. These include showing how emergent computation can lead to efficiency improvements in parallel processing, establishing the connection between emergent computation and nonlinear systems, and comparing two search techniques to show how the emergent-computational approach to a problem differs from other more conventional approaches. Stephanie Forrest is Assistant Professor in the Department of Computer Science at the University of New Mexico. She is also affiliated with the Center for Nonlinear Studies and Computing Division at Los Alamos National Laboratory.

Product Identifiers

Publisher
MIT Press
ISBN-10
0262560577
ISBN-13
9780262560573
eBay Product ID (ePID)
1332733

Product Key Features

Author
Stephanie Forrest
Publication Name
Emergent Computation
Format
Trade Paperback
Language
English
Series
Bradford Bks.
Publication Year
1991
Type
Textbook
Number of Pages
462 Pages

Dimensions

Item Length
7.6in
Item Width
10.3in
Item Weight
39.5 Oz

Additional Product Features

Lc Classification Number
Qa76.58.E44 1991
Copyright Date
1991
Target Audience
Scholarly & Professional
Topic
Chaotic Behavior in Systems
Lccn
90-046186
Dewey Decimal
004/.35
Dewey Edition
20
Illustrated
Yes
Genre
Science

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Bradford Bks.: Emergent Computation by Stephanie Forrest (1991, Trade Paperback)

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item 1 Bradford Bks.: Emergent Computation by Stephanie Forrest (1991, Trade Paperback)

item 2 Emergent Computation, Forrest, MIT - North-Holland, 1991, Paperback

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