DocumentCode
458804
Title
Coordination and Self-Organization in MultiAgent Systems
Author
Ciobanu, Gabriel
Author_Institution
Institute of Computer Science, Romania
Volume
1
fYear
2006
fDate
Oct. 2006
Abstract
We consider a system of agents as a layer between services and the network hosts. We present a self-organizing system of agents able to offer services with an increase of the speed, and decrease of the network traffic. A coordination model defines how the agents interact, and how their interactions can be controlled; this includes dynamic creation and destruction of agents, control of communication flows among agents, control of spatial distribution of agents, as well as synchronization of actions over time. Various distances and topological relations are used to explain our self-organizing mechanism. We analyze the stability of the system, and provide a new result regarding a weak form of stability depending only on the moment of the first requests of agents by hosts. Finally we provide a visualization of the services evolution using self-organizing maps, and presenting a service clustering structure.
Keywords
Communication system control; Communication system traffic control; Computer science; Laboratories; Multiagent systems; Self organizing feature maps; Stability analysis; Traffic control; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location
Jian, China
Print_ISBN
0-7695-2528-8
Type
conf
DOI
10.1109/ISDA.2006.127
Filename
4021397
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