| 多agent系统的联盟框架及形成机制 |
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| 引用本文： | 叶斌,马忠贵,曾广平,涂序彦.多agent系统的联盟框架及形成机制[J].北京理工大学学报,2005,25(10):864-867. |
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| 作者姓名： | 叶斌 马忠贵 曾广平 涂序彦 |
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| 作者单位： | 北京理工大学,信息科学技术学院自动控制系,北京,100081;太原理工大学,矿业工程学院,山西,太原,030024;北京理工大学,信息科学技术学院自动控制系,北京,100081;北京科技大学,信息工程学院,北京,100083 |
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| 摘 要： | 基于集合分割、Rough集理论、大系统控制论和人工社会理论对多agent系统协作的联盟框架及形成机制进行了研究,提出了2类6种联盟框架.在知识层次上定义了联盟精度等概念,并给出了联盟形成的算法描述,算法易于编程实现,并给出一个应用实例,有效解决了agent的能力和任务所形成的知识集合边界不分明的问题.
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| 关 键 词： | 分布式人工智能 multi-agent 联盟框架 |
| 文章编号： | 1001-0645(2005)10-0864-04 |
| 收稿时间： | 11 22 2004 12:00AM |
| 修稿时间： | 2004年11月22日 |
Architecture and Mechanism of Coalition Formation in Multi-Agent Systems |
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| YE Bin,MA Zhong-gui,ZENG Guang-ping and TU Xu-yan.Architecture and Mechanism of Coalition Formation in Multi-Agent Systems[J].Journal of Beijing Institute of Technology(Natural Science Edition),2005,25(10):864-867. |
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| Authors: | YE Bin MA Zhong-gui ZENG Guang-ping and TU Xu-yan |
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| Institution: | 1. Department of Automatic Control, School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081, China; 2.School of Mining Engineering, Taiyuan University of Technology, Taiyuan, Shanxi 030024, China; 3. School of Information Engineering, University of Science and Technology Beijing, Beijing 100083, China |
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| Abstract: | The architecture and mechanism of coalition formation that cooperate in multi-agent systems,based on set partitioning,rough sets,large systems cybernetics and artificial society theory are studied.Two kinds of coalition architecture and six kinds of coalition model are presented.Several concepts,such as the concept of degree of coalition accuracy,are presented from the point of view of the knowledge capability.The algorithm of coalition formation is described and analyzed.The algorithm is easy to implement.An application example is given.These work presented an effective approach to solve the vague boundary region problem of knowledge sets made up of the capability and task of agent. |
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| Keywords: | distributed artificial intelligence multi-agent coalition architecture |
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