Title :
Determining the Optimal Configuration of Highway Routes for Real-Time Traffic Information: A Case Study
Author :
Bartin, Bekir ; Ozbay, Kaan
Author_Institution :
Dept. of Civil & Environ. Eng., Rutgers Univ., Piscataway, NJ, USA
fDate :
3/1/2010 12:00:00 AM
Abstract :
This paper deals with a case study where the objective is to identify the optimal subset of routes for real-time traveler information in a highway network. It is assumed that the benefit of providing this information is directly related to the uncertainty of route travel times. The variance of travel times within a time period over consecutive days is employed as the indicator of this uncertainty. The New Jersey Turnpike is used as the study network due to the availability of vehicle-by-vehicle network-specific data. The data set covers travel times between ~ 630 origin-destination (OD) pairs during 2004. The problem of identifying the optimal number of subset of routes is modeled as a nonlinear integer-programming problem. The proposed model is then solved using the Network-Enabled Optimization Software server, which is a common optimization solver that is available over the Internet. A simple heuristic for the proposed model is also presented.
Keywords :
integer programming; nonlinear programming; real-time systems; traffic information systems; Internet; New Jersey Turnpike; highway routes; network enabled optimization; nonlinear integer-programming; optimal configuration determination; origin-destination pairs; real-time traffic information; real-time traveler information; software server; vehicle-by-vehicle network-specific data; Integer programming; traffic transportation; travel time; travel time variability; traveler information systems;
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2009.2029241