Title :
Study on estimation of dynamic origin-destination flows in freeway corridors
Author :
Jiao, Pengpeng ; Lu, Huapu ; Yang, Lang
Author_Institution :
Sch. of Civil Eng., Tsinghua Univ., Beijing, China
Abstract :
Dynamic O-D flows between entry and exit are important input data of freeway management systems, and are difficult to get. This paper reviewed the evolution process of dynamic O-D flows estimation, put forward integrated and simplified calculation methods of dynamic route travel time, and set up a model of dynamic O-D flows estimation for freeway corridors. The paper also designed a genetic algorithm to solve the problem, discussed six key issues of the algorithm, and provided an effective method to obtain the dynamic O-D flows between entry and exit of freeway corridors. Data experiments and practical application show that the model and algorithm are efficient and accurate, and can be applied in on-line systems.
Keywords :
genetic algorithms; road traffic; data experiments; dynamic origin-destination flow estimation; dynamic route travel time; evolution process; freeway corridors; freeway management systems; genetic algorithm; on-line systems; Algorithm design and analysis; Civil engineering; Genetic algorithms; Helium; Intelligent systems; Real time systems; Road vehicles; Traffic control; Vehicle dynamics; Vehicle safety;
Conference_Titel :
Networking, Sensing and Control, 2005. Proceedings. 2005 IEEE
Print_ISBN :
0-7803-8812-7
DOI :
10.1109/ICNSC.2005.1461322