DocumentCode :
1218239
Title :
Concurrent Collective Strategy Diffusion of Multiagents: The Spatial Model and Case Study
Author :
Jiang, Yichuan
Author_Institution :
Res. Center for Learning Sci., Southeast Univ., Nanjing
Volume :
39
Issue :
4
fYear :
2009
fDate :
7/1/2009 12:00:00 AM
Firstpage :
448
Lastpage :
458
Abstract :
Strategy diffusion is a common phenomenon in the collective motion of multiagents, which is the large scale of strategy penetrations of certain agents on other agents; there are many kinds of diffusion forms; among them, the collective diffusion is always seen, which implies that a social strategy accepted by collective agents may have strong authority and tend to diffuse to other agents. This paper presents a novel spatial model for the collective strategy diffusion in multiagent societies. In the model, the social distance between agents can be measured in a Euclidian space; the authority of a social strategy is determined by not only the number but also the collective social positions of its overlaid agents; social strategies that have strong authorities are impressed on the other agents, and the agents will accept (partially or in full) or reject them based on their own social strategies and social positions. Moreover, the paper also considers the concurrent form in the collective diffusion and presents that an agent´s social strategy is influenced not only by the diffusion that bears on itself but also by other concurrent diffusion processes that bear on other agents, and an agent will incline to the average social strategy of the whole system, which can make the system more unified. Finally, the paper uses queue orientation as a case to study the presented model.
Keywords :
multi-agent systems; queueing theory; Euclidian space; concurrent collective motion strategy diffusion; multiagent social strategy; queue orientation; spatial model; Collective diffusion; concurrent form; multiagents; social strategy; spatial model; unification trend;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
Publisher :
ieee
ISSN :
1094-6977
Type :
jour
DOI :
10.1109/TSMCC.2009.2013474
Filename :
4808194
Link To Document :
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