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Distributed Constraint Satisfaction

Distributed Constraint Satisfaction

Foundations of Cooperation in Multi-agent Systems

by Makoto Yokoo
Hardback
Publication Date: 27/11/2000

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This book gives an overview of constraint satisfaction problems (CSPs), adapts related search algorithms and consistency algorithms for applications to multi-agent systems, and consolidates recent research devoted to cooperation in such systems. The techniques introduced are applied to various problems in multi-agent systems. Among the new approaches is a hybrid-type algorithm for weak-commitment search combining backtracking and iterative improvement; also, an extension of the basic CSP formalization called partial CSP is introduced in order to handle over-constrained CSPs.The book is written for advanced students and professionals interested in multi-agent systems or, more generally, in distributed artificial intelligence and constraint satisfaction. Researchers active in the area will appreciate this book as a valuable source of reference.
ISBN:
9783540675969
9783540675969
Category:
Artificial intelligence
Format:
Hardback
Publication Date:
27-11-2000
Language:
English
Publisher:
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Country of origin:
Germany
Pages:
143
Dimensions (mm):
235x155x11mm
Weight:
0.45kg

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