DocumentCode
2499524
Title
Research on consensus problem of swarming behavior of scalable intelligent system
Author
Chen, Shiming ; Pei, Huiqin ; Zhu, Qixin
Author_Institution
Sch. of Electr. & Electron. Eng., East China Jiaotong Univ., Nanchang
fYear
2008
fDate
25-27 June 2008
Firstpage
8228
Lastpage
8233
Abstract
Aiming at consensus problem of system comprised of vast intelligent individuals, we study its swarming behavior based on three kinds of initial distribution: 1) initial distribution that all individuals can find each other; 2) initial distribution that an mutual observable chain exists in any two individuals; 3) initial distribution that some individuals can not find each other directly or indirectly, and then an individual motion equation is proposed to improve the consensus of swarming behavior, which is decided by information of some characteristic neighbor individuals and virtual leader individuals specified in advance in the intelligent system. Scalable swarming behavior can be achieved without global information of all individuals based on the individual motion equation.
Keywords
artificial intelligence; motion estimation; consensus problem; initial distribution; motion equation; scalable intelligent system; swarming behavior; Anisotropic magnetoresistance; Automation; Biological system modeling; Equations; Intelligent control; Intelligent systems; Mathematical model; Organisms; Space technology; Stability; consensus analysis; scalable intelligent system; swarming behavior; virtual leader individual;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4594216
Filename
4594216
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