Modeling and Simulation of Complex Network Attributes on Coordinating Large Multiagent System
Joint Authors
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-03
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
With the expansion of distributed multiagent systems, traditional coordination strategy becomes a severe bottleneck when the system scales up to hundreds of agents.
The key challenge is that in typical large multiagent systems, sparsely distributed agents can only communicate directly with very few others and the network is typically modeled as an adaptive complex network.
In this paper, we present simulation testbed CoordSim built to model the coordination of network centric multiagent systems.
Based on the token-based strategy, the coordination can be built as a communication decision problem that agents make decisions to target communications and pass them over to the capable agents who will potentially benefit the team most.
We have theoretically analyzed that the characters of complex network make a significant difference with both random and intelligent coordination strategies, which may contribute to future multiagent algorithm design.
American Psychological Association (APA)
Xu, Yang& Li, Xiang& Liu, Ming. 2014. Modeling and Simulation of Complex Network Attributes on Coordinating Large Multiagent System. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-1049521
Modern Language Association (MLA)
Xu, Yang…[et al.]. Modeling and Simulation of Complex Network Attributes on Coordinating Large Multiagent System. The Scientific World Journal No. 2014 (2014), pp.1-15.
https://search.emarefa.net/detail/BIM-1049521
American Medical Association (AMA)
Xu, Yang& Li, Xiang& Liu, Ming. Modeling and Simulation of Complex Network Attributes on Coordinating Large Multiagent System. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-1049521
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1049521