Title :
A 0-1 Integer LP Formulation for Real Time Optimization of Traffic Signal Control
Author :
Feng Ying ; Zhang Yanzhi ; Li Xiang
Author_Institution :
Sch. of Manage., China Univ. of Min. & Technol., Xuzhou, China
Abstract :
A traffic network of an urban area is considered in this paper. This paper presents a 0-1 integer linear program which is based on optimization from a purely mathematical point of view to solve the problem of optimizing traffic signal control. In particular, we consider a group of signalized intersections in an urban area which have different semaphoric cycles. The phase sequence of each intersection is known but the relationship of these phase sequences between each two intersections is unknown beforehand. The identification of the optimal phase relationship between all intersections and duration for the signal phases are combined into one problem in this paper. It can be used as a benchmark for evaluating the performance of some heuristic algorithms such as the genetic algorithm, fuzzy logic and neural networks.
Keywords :
linear programming; traffic control; integer linear program formulation; optimal phase relationship; real time optimization; semaphoric cycles; traffic network; traffic signal control; Communication system traffic control; Conference management; Fuzzy logic; Genetic algorithms; Mathematical model; Technology management; Telecommunication traffic; Traffic control; Urban areas; Vehicles; 0-1 integer LP; phase sequences; real time optimization; traffic signal control;
Conference_Titel :
Measuring Technology and Mechatronics Automation, 2009. ICMTMA '09. International Conference on
Conference_Location :
Zhangjiajie, Hunan
Print_ISBN :
978-0-7695-3583-8
DOI :
10.1109/ICMTMA.2009.277