A two-level framework for coalition formation via optimization and agent negotiation

被引：0

作者：

Lau, HC ^{[1
]}

Zhang, L ^{[1
]}

机构：

[1] Natl Univ Singapore, Logist Inst Asia Pacific, Singapore 119260, Singapore

来源：

IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON INTELLIGENT AGENT TECHNOLOGY, PROCEEDINGS | 2004年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present a two-level coalition formation approach based on a centralized optimization model on the upper level, and a distributed agent-negotiation model on the lower level. This approach allows us to balance agent self-interests against a high joint utility. Experimental results show that the two-level coalition formation mechanism will increase not only the overall utility of the coalition, but also the individual utility of most participating agents. The results also suggest it is better for the agents to be partially cooperative rather than eitherfully cooperative or self-interested in our setting.

引用

页码：441 / 445

页数：5

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