Research on Consensus Problem of Swarming Behavior of Scalable Intelligent System

被引:2
作者
Chen, Shiming [1 ]
Pei, Huiqin [1 ]
Zhu, Qixin [1 ]
机构
[1] E China Jiaotong Univ, Sch Elect & Elect Engn, Nanchang, Jiangxi, Peoples R China
来源
2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23 | 2008年
关键词
swarming behavior; virtual leader individual; scalable intelligent system; consensus analysis;
D O I
10.1109/WCICA.2008.4594216
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:8228 / 8233
页数:6
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