Title :
Research on Vehicle Distribution Problem Based on Genetic Algorithm
Author :
Yu, Guo Ping ; Liang, Yin ; Liu, Lin ; Chen, Li Min
Author_Institution :
Inf. Eng. Sch., Nanchang Univ., Nanchang
Abstract :
The vehicle distribution problem has been a NP problem for a long time; it can not reach a most optimized state. Because of the multi-factors that should be considered about the vehicle distribution problem such as the loading capacity, sources , the cargo categories and so on. So it can not to describe it with one or a set of math expressions. This article based on the Genetic Algorithm takes each single chromosome as a unit to intercross and mutate to reach a comparatively optimized state. It takes the Matlab software to imitate the basic data to work out a set of optimized results.
Keywords :
genetic algorithms; transportation; vehicles; Matlab software; NP problem; genetic algorithm; loading capacity; vehicle distribution problem; Arithmetic; Automotive engineering; Biological cells; Cost function; Finance; Genetic algorithms; Genetic engineering; Petroleum; Road vehicles; Transportation;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.1596