Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems (Springer Series on Agent Technology)
Makoto Yokoo
- 出版商: Springer
- 出版日期: 2011-10-02
- 售價: $2,430
- 貴賓價: 9.5 折 $2,309
- 語言: 英文
- 頁數: 143
- 裝訂: Paperback
- ISBN: 3642640206
- ISBN-13: 9783642640209
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Distributed Constraint Satisfaction 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.