Web Services-based Grid Computing for Traffic Flow Predictive Control

被引:1
作者
Zhou, Yonghua [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
来源
PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL III | 2009年
关键词
web services; grid computing; parallel genetic algorithm; dynamic traffic assignment; predictive control; ASSIGNMENT; SYSTEM;
D O I
10.1109/GCIS.2009.129
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The vehicles are navigated and assigned to the optimized routes according to the information of real-time and predicted traffic flow so that the optimization of traffic flow system and travelers' satisfaction degree can be both achieved. The architecture of traffic flow predictive control is presented in this paper including such two parts as traffic flow navigation predictive control or dynamic traffic assignment based on predictive control and traffic signal predictive control. The real-time processing approach of parallel genetic algorithm based on web services in IntraGrid is presented in which distributed-control and central-control parallel genetic algorithms are devised. The simulation results show that the traffic flow navigation predictive control can predict possible congestion and prevent its happening, and thus realize the win-win system-optimal and user-optimal optimization. The IntraGrid computing of parallel genetic algorithm based on web services can meet the requirements of real-time processing for traffic flow predictive control.
引用
收藏
页码:455 / 459
页数:5
相关论文
共 6 条
[2]   Combined signal setting design and traffic assignment problem [J].
Cipriani, E ;
Fusco, G .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 155 (03) :569-583
[3]   Distributed data mining in grid computing environments [J].
Luo, Ping ;
Lu, Kevin ;
Shi, Zhongzhi ;
He, Qing .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2007, 23 (01) :84-91
[4]   A systolic parallel simulation system for dynamic traffic assignment: SPSS-DTA [J].
Park, K ;
Kim, W .
EXPERT SYSTEMS WITH APPLICATIONS, 2001, 21 (04) :217-227
[5]   Dynamic traffic assignment on parallel computers in TRANSIMS [J].
Rickert, M ;
Nagel, K .
FUTURE GENERATION COMPUTER SYSTEMS, 2001, 17 (05) :637-648
[6]  
[周永华 ZHOU Yong-hua], 2007, [中国公路学报, China Journal of Highway and Transport], V20, P107