Computer and Modernization ›› 2012, Vol. 198 ›› Issue (2): 14-18.doi: 10.3969/j.issn.1006-2475.2012.02.005
• 算法设计与分析 • Previous Articles Next Articles
WANG Xing, YANG Yi-min
Received:
Revised:
Online:
Published:
Abstract: According to the problem in multirobot task allocation method based on genetic algorithm, that the initial population generated randomly is not well characterized the whole solution space, and it’s easy to fall into local optimal solution, this paper proposes a new multirobot task allocation method. This method is based on the utility value of the robot to determine the individual’s genes, resulting in the initial population, and by hierarchical genetic algorithm different groups with different optimal genes are evolution separately. Simulation results show that this method has higher efficiency and faster convergence.
Key words: task allocation, hierarchical genetic algorithm, initial population, utility value, optimal gene
CLC Number:
TP301.6
WANG Xing;YANG Yi-min. Robot Task Allocation Method in Robot Soccer Match System[J]. Computer and Modernization, 2012, 198(2): 14-18.
0 / / Recommend
Add to citation manager EndNote|Ris|BibTeX
URL: http://www.c-a-m.org.cn/EN/10.3969/j.issn.1006-2475.2012.02.005
http://www.c-a-m.org.cn/EN/Y2012/V198/I2/14