Multi-Robot Task Allocation Based On Robotic Utility Value and Genetic Algorithm

被引:16
|
作者
Chen Jianping [1 ]
Yang Yumin [1 ]
Wu Yunbiao [1 ]
机构
[1] Guangdong Univ Technol, Fac Automat, Guangzhou, Guangdong, Peoples R China
关键词
multi-robot; utility; task allocation; genetic algorithm; search optimization;
D O I
10.1109/ICICISYS.2009.5357957
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It is a primary research problem in multi-robot cooperation domain to allocate task among robots so as to obtain maximal utility On the base of presenting the utility values matrix for m robots relative to n tasks, and from the view of some disadvantages on computation complexity and bad real-time of Hungarian Algorithm, we present a new approach using genetic algorithm to seek for the optimal scheme of task allocation The simulation experiments prove that the approach addressed in this paper is of great advantage, such as less computation, better real-time, stronger ability to seek for the optimal result, and so on The approach we presented can also make robot map optimal to task, and provide an optimal solution for multiple robot to accomplish target mission by cooperation
引用
收藏
页码:256 / 260
页数:5
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