Offline Time-Sensitive Travel Time Estimation in an Urban Road Network

被引：0
|
作者：
Guo, Q. [1 ]
Heng, C. K. [2 ]
Theng, Y. L. [1 ]
Ong, Y. S. [3 ]
Tan, P. S. [2 ]
机构：
[1] Nanyang Technol Univ, Wee Kim Wee Sch Commun & Informat, Singapore, Singapore
[2] ASTAR, Singapore Inst Mfg Technol, Singapore, Singapore
[3] Nanyang Technol Univ, Sch Comp Engn, Computat Intelligence Grad Lab, Singapore, Singapore
来源：
2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM) | 2015年
关键词：
travel time estimation; dijkstra's; time-sensitive; REAL-TIME; PREDICTION;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In line with the advent of the Knowledge Age, logistic companies are harnessing the power of knowledge derived from raw data to perform Just-In-Time (JIT) delivery. However, the uncertainty involved in the estimation of future travel time and a lack of benchmarks designed with travel time as primary cost in mind hamper development towards an optimal logistics planning system. Given limitations on number of queries for online mapping services, an offline alternative is developed for time-sensitive travel time estimation between two locations connected by an urban road network. An analysis of the absolute errors of estimation results shows that the proposed algorithm largely agrees with the Bing mapping service for the purposes of benchmark design and logistics route planning.
引用
收藏
页码：848 / 852
页数：5
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