Decentralized control and interactive design methods for large-scale heterogeneous self-organizing swarms

被引:0
|
作者
Sayama, Hiroki [1 ]
机构
[1] SUNY Binghamton, Dept Bioengn, Binghamton, NY 13902 USA
来源
ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS | 2007年 / 4648卷
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present new methods of decentralized control and interactive design for artificial swarms of a large number of agents that can spontaneously organize and maintain non-trivial heterogeneous formations. Our model assumes no elaborate sensing, computation, or communication capabilities for each agent; the self-organization is achieved solely by simple kinetic interactions among agents. Specifications of the final formations are indirectly and. implicitly woven into a list of different kinetic parameter settings and their proportions, which would be hard to obtain with a conventional top-down design method but may be designed heuristically through interactive design processes.
引用
收藏
页码:675 / 684
页数:10
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