Ant Colony System Algorithm for Path Routing of Urban Traffic Vehicles

被引:7
|
作者
Liu, Jingyu [1 ]
Fang, Yanjun [1 ]
Liu, Yijian [2 ]
机构
[1] Wuhan Univ, Dept Automat, Wuhan 430072, Hubei Province, Peoples R China
[2] Nanjing Normal Univ, Inst Detect & Control Technol & Automat Device, Nanjing 210042, Jiangsu, Peoples R China
来源
2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6 | 2007年
关键词
Ant Colony System; path routing; urban traffic system; inspired heuristics search;
D O I
10.1109/ICAL.2007.4338884
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper adopts an Ant Colony System (ACS) algorithm to develop the current urban traffic vehicles path routing methods. Aiming at a goal path that both the distance and the time cost are involved into the goal function, the algorithm developed a path routing process based on an inspired heuristics searching that the next times path searching are inducted by the effective paths last times found. Through some times search, the search would be converged at the best path that deposited most pheromone. This paper analyzed the characters of the urban traffic path routing, described the searching process based on the ACS method, and presented the results that using this algorithm in a simplified urban traffic model. And based on the analysis of the computational results, this paper got a series of algorithm parameters that make the search accurate and converged quickly.
引用
收藏
页码:1902 / +
页数:3
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