DocumentCode
577623
Title
Stigmergy agent and swarm-intelligence-based multi-agent system
Author
Duan, Junhua ; Zhu, Yi-an ; Huang, Shujuan
Author_Institution
Sch. of Comput. Sci. & Eng., Northwestern Polytech. Univ., Xi´´an, China
fYear
2012
fDate
6-8 July 2012
Firstpage
720
Lastpage
724
Abstract
Social insect colonies present a highly structured social organization with the fact that they can accomplish complex tasks in spite of the simplicity of their individuals. Swarm intelligence receives high attention in recent years. Stigmergy is an important mechanism for swarm intelligence. This article deliberately studies animal swarm intelligence and their stigmergy mechanism, and applies these principles to multi-agent system study. Firstly, we establish a stigmergy agent model, which is a general architecture, based on stigmergy mechanism and animal task allocation method. Then extended stigmergy architecture is put forward based on Stigmergy Agent architecture, adding direct contact between agents to general stigmergy architecture, which extends the stigmergy application domain. At last we introduce swarm intelligence based multi-agent system, and put forward improved bipartite graph to analysis the multi-agent organization architecture. Some application research directions are also discussed in this article.
Keywords
biology computing; graph theory; multi-agent systems; swarm intelligence; zoology; animal swarm intelligence; bipartite graph; multi-agent system; social insect colonies; stigmergy agent; structured social organization; Bipartite graph; Computer architecture; Educational institutions; Insects; Multiagent systems; Particle swarm optimization; Resource management; Agent; Multi-agent system; Stigmergy; Swarm Intelligence;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location
Beijing
Print_ISBN
978-1-4673-1397-1
Type
conf
DOI
10.1109/WCICA.2012.6357972
Filename
6357972
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