論文

査読有り
2011年

Decision Making of Networked Multiagent Systems for Interaction Structures.

IEEE Trans. Syst. Man Cybern. Part A
  • Yichuan Jiang
  • ,
  • Jing Hu
  • ,
  • Donghui Lin

41
6
開始ページ
1107
終了ページ
1121
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.1109/TSMCA.2011.2114343
出版者・発行元
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

Networked multiagent systems are very popular in large-scale application environments. In networked multiagent systems, the interaction structures can be shaped into the form of networks where each agent occupies a position that is determined by such agent's relations with others. To avoid collisions between agents, the decision of each agent's strategies should match its own interaction position, so that the strategies available to all agents are in line with their interaction structures. Therefore, this paper presents a novel decision-making model for networked multiagent strategies based on their interaction structures, where the set of strategies for an agent is conditionally decided by other agents within its dependence interaction substructure. With the presented model, the resulting strategies available to all agents can minimize the collisions of multiagents regarding their interaction structures, and the model can produce the same resulting strategies for the isomorphic interaction structures. Furthermore, this paper uses a multiagent citation network as a case study to demonstrate the effectiveness of the presented decision-making model.

リンク情報
DOI
https://doi.org/10.1109/TSMCA.2011.2114343
DBLP
https://dblp.uni-trier.de/rec/journals/tsmc/JiangHL11
J-GLOBAL
https://jglobal.jst.go.jp/detail?JGLOBAL_ID=201102263449098910
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000296017400006&DestApp=WOS_CPL
URL
https://dblp.uni-trier.de/db/journals/tsmc/tsmca41.html#JiangHL11
ID情報
  • DOI : 10.1109/TSMCA.2011.2114343
  • ISSN : 1083-4427
  • DBLP ID : journals/tsmc/JiangHL11
  • J-Global ID : 201102263449098910
  • Web of Science ID : WOS:000296017400006

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