Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems (Springer Series on Agent Technology)
暫譯: 分散式約束滿足:多代理系統合作的基礎(施普林格代理技術系列)
Makoto Yokoo
- 出版商: Springer
- 出版日期: 2011-10-02
- 售價: $2,470
- 貴賓價: 9.5 折 $2,347
- 語言: 英文
- 頁數: 143
- 裝訂: Paperback
- ISBN: 3642640206
- ISBN-13: 9783642640209
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商品描述
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.
商品描述(中文翻譯)
《分散式約束滿足》概述了約束滿足問題(CSPs),調整相關的搜尋演算法和一致性演算法以應用於多代理系統,並整合了最近專注於此類系統合作的研究。所介紹的技術應用於多代理系統中的各種問題。新方法之一是一種混合型演算法,用於弱承諾搜尋,結合了回溯法和迭代改進。此外,還引入了一種稱為「部分約束滿足問題」(Partial CSP)的基本CSP形式化擴展,以處理過度約束的CSPs。