Study of agent reliability under multi-agent cooperative decision-making

被引：0
|
作者：
Chen, Feng [1 ]
机构：
[1] Department of Automation, University of Science and Technology of China, Hefei 230027, China
来源：
Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence | 2008年 / 21卷 / 05期
关键词：
Decision theory - Reliability theory - Multi agent systems;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Multi-agent cooperative decision-making is capable of overcoming incomplete knowledge of single agent and improving reliability of the results. In this paper, the reliability of agent is studied on the basis of the evidence theory based multi-agent cooperative decision-making mechanism. A definition of agent reliability is proposed to characterize the reliability of single agent and agent group. Agent fitness is introduced to describe the dynamic reliability of agent during decision-making process, and the agents are optimally chosen for cooperative decision-making. The experimental results show the proposed algorithm effectively decreases computational complexity of combining multi-agent conclusions.
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页码：621 / 626
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