Computer Science ›› 2015, Vol. 42 ›› Issue (9): 214-219.doi: 10.11896/j.issn.1002-137X.2015.09.041

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Behavior Modeling and its Application in Multi-agent System

FENG Xiang and ZHANG Jin-wen   

  • Online:2018-11-14 Published:2018-11-14

Abstract: Five elements theory owns the informational dynamics,but it has not been used in current networks.This paper proposed a novel five elements particle model based on five elements theory,which can effectively solve distribution problem in multi-agent system.This model can describe and handle the random,parallel and multi-types coordination among Agents in multi-agent system.According to the relation of generation and control,and the inner stability and balance in five elements theory,we built a connection between the multi-agent system and five elements particle model.Meanwhile,the behaviors among Agents were well modeled,which is the prominent part in our five elements particle model algorithm.At last,we validated the effectiveness of our model through experiments.

Key words: Five elements particle model,Behavior modeling,Multi-agent system,Resource allocation

[1] Shuai Dian-xun,Shuai Qing.Particle Dynamics Approach toMulti-agent Systems[C]∥IEEE International Conference on Systems,Man and Cybernetics.2006:2470-2475
[2] De Giacomo G,Patrizi F.Automatic behavior composition synthesis[J].Artificial Intelligence,2013,196(3):106-142
[3] Re C,Res T.Coming Soon to a Lab Near You:Drag-and-Drop Virtual Worlds[J].Science,2011,331(6018):669-671
[4] Rupert M,Li C.An Organisational Multi-agent Systems Ap-proach for Designing Collaborative Tagging Systems[J].Web Intelligence and Intelligent Agent Technology,2008,2(1):114-117
[5] Tang Yong-li,Li Cong-dong.Dynamic Optimized Allocation ofDistributed Manufacturing Resources Based on MAS[C]∥IEEE International Conference on Control and Automation.2007:1431-1434
[6] Jiang Yi-chuan,Zhou Yi-feng.Task Allocation for Undepend-able Multiagent Systems in Social Networks[J].IEEE Transactions on Parallel and Distributed Systems,2013,4(8):1671-1681
[7] Owliya M,Saadat M.Agent-Based Interaction Protocols and Topologies for Manufacturing Task Allocation[J].IEEE Transactions on System,Man and Cybernetics:Systems,2013,3(1):38-52
[8] Chang Y C,Chu C P.Applying learning behavioral Petri nets to the analysis of learning behavior in Web-based learning environments[J].Information Sciences,2010,0(5):995-1009
[9] Conte R,Castelfranchi C.Cognitive and Social Action[M].UCL Press,London,1995
[10] Xiang Feng,Lau .Behavioral modeling with the new bio-inspired coordination generalized molecule model algorithm[J].Information Sciences,2013,2(10):1-19
[11] Jiang H,Jin S,Wang C.Prediction or not? An energy-efficient framework for clustering-based data collection in wireless sensor networks[J].IEEE Transactions on Parallel and Distributed Systems,2011,22(6):1064-1071
[12] Chenji H,Stoleru R.Toward Accurate Mobile Sensor Network Localization in Noisy Environments[J].IEEE Transactions on Mobile Computing,2013,12(6):1094-1106
[13] Isalan M.Systems biology:A cell in a computer[J].Nature,2012,488(7409):40-41
[14] Yun-Wei,Duan-Chanlun.Modeling on the Five Elements Theory of Traditional Chinese Medicine Based on Predicate Logic Theory[C]∥International Conference on Computational Intelligence and Software Engineering.2009:1-4
[15] Shehory O,Kraus S.Methods for task allocation via agent coalition formation[J].Artificial Intelligence,1998,101(1/2):165-200

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