Intelligent dispatch for public traffic vehicles based on improved genetic algorithm

doi:10.1109/ICFCC.2010.5497590

IR > 计算机与通信学院

	Intelligent dispatch for public traffic vehicles based on improved genetic algorithm
	Zhu, Chang-Sheng; Liang, Jian-Bo; Feng, Wen-Yi; Miao, Xu-Gang
	2010
会议录名称	Proceedings of the 2010 2nd International Conference on Future Computer and Communication, ICFCC 2010
卷号	3
页码	V3372-V3375
出版者	IEEE Computer Society
摘要	Bus intelligent scheduling problem, the application of existing passenger flow information, and to take into account the passengers and the bus companies' dual interests, is constructed to the traffic laws of encoding, genetic operators, fitness function and other improved genetic algorithm design. Finally, the simulation results are obtained by using the improved Genetic Algorithm for solving the non-uniform grid schedule. Results show that the improved Genetic Algorithm can find the approximate best result in the huge search space of optimization, while greatly increased the computational efficiency. ©2010 IEEE.
关键词	Computational efficiency Scheduling algorithms Bus companies Fitness functions Genetic operators Intelligent dispatches Intelligent scheduling Non-uniform grids Passenger flows Search spaces
DOI	10.1109/ICFCC.2010.5497590
收录类别	EI
语种	英语
EI入藏号	20104513354931
EI主题词	Genetic algorithms
来源库	Compendex
分类代码	921.5 Optimization Techniques
引用统计	无
文献类型	会议论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/116528
专题	计算机与通信学院
作者单位	School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China
第一作者单位	兰州理工大学
推荐引用方式 GB/T 7714	Zhu, Chang-Sheng,Liang, Jian-Bo,Feng, Wen-Yi,et al. Intelligent dispatch for public traffic vehicles based on improved genetic algorithm[C]:IEEE Computer Society,2010:V3372-V3375.