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
Link To Document :
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