Title of article :
Developing an iterative procedure to estimate origin-destination matrix based on two-point license plate tracking system
Author/Authors :
Teimouri, M Department of Industrial Engineering - Branch of Tehran South - Islamic Azad University - Tehran, Iran , Sheikhmohammady, M Faculty of Industrial and Systems Engineering - Tarbiat Modares University - Tehran, Iran , Husseinzadeh Kashan, A Faculty of Industrial and Systems Engineering - Tarbiat Modares University - Tehran, Iran , Shojaie, A.A Department of Industrial Engineering - Branch of Tehran South - Islamic Azad University - Tehran, Iran
Abstract :
Origin-Destination (O-D) matrix, one of the most important elements in
transportation planning, is usually estimated by various techniques such as mathematical
modeling, statistical methods, and heuristic approaches. Since usage of electronic devices
is rapidly increasing which helps decision-makers improve models' capabilities, an iterative
procedure was proposed in this paper to estimate the O-D matrix through the detection
of vehicles' license plates. The main concept is to track vehicles on the rst and last links
equipped with plate camera over the shortest path from origins to destinations. A twostep
procedure and mathematical models were developed to adjust assigning the passing
trac to the network links by minimizing deviations between the observed and estimated
truck trac volumes. The proposed procedure was elaborated using an illustrative example
and it was validated using experimental road network that covered seven eastern provinces
of Iran including 310 nodes, 400 two-way edges, and around 3600 origin and destination
pairs. Results revealed that the proposed procedure could estimate O-D matrix when the
network links were optimally located and equipped with road camera detection systems.
In addition, similar to other heuristic approaches, the proposed procedure is sensitive to
the number of iterations on the estimation accuracy.
Keywords :
Road camera detection systems , Mathematical programming , Origin-destination matrix , Iterative procedures , Intercity transportation
Journal title :
Scientia Iranica(Transactions E: Industrial Engineering)