A PSO Methahuristic for Origin-Destination Matrix Estimation Problem
عنوان مقاله: A PSO Methahuristic for Origin-Destination Matrix Estimation Problem
شناسه ملی مقاله: ICCE09_1304
منتشر شده در نهمین کنگره بین الملی مهندسی عمران در سال 1391
شناسه ملی مقاله: ICCE09_1304
منتشر شده در نهمین کنگره بین الملی مهندسی عمران در سال 1391
مشخصات نویسندگان مقاله:
Abbas Babazadeh - Assistant professor, School of Civil Engineering, University of Tehran, Tehran
Mehrdad Gholami Shahbandi - M.Sc. student, School of Civil Engineering, University of Tehran, Tehran
Babak Javani
خلاصه مقاله:
Abbas Babazadeh - Assistant professor, School of Civil Engineering, University of Tehran, Tehran
Mehrdad Gholami Shahbandi - M.Sc. student, School of Civil Engineering, University of Tehran, Tehran
Babak Javani
Information on the origin-destination (OD) demands through a transportation system is an important input in many areas of operational analysis and planning. The high cost of manpower associated with surveying methods of obtaining OD matrices have motivated the development of models and methods that can estimate these matrices from easily available traffic flows. In the last years the OD matrix estimation problem (ODMEP) based on traffic counts has been formulated as bilevel programming models. Although the conventional methods of optimization can theoretically reach to the exact solution of the problem, they have some computational difficulties that prevent them from being applicable in real-case problems with too many O-D pairs. In this paper, to cope with the limits of the conventional methods, a PSO metaheuristic is employed to solve the ODMEP. Computational results on a sample networks are presented to evaluate the PSO method against the widely used optimization method of gradient
کلمات کلیدی: Transportation, O-D Matrix Estimation, Metaheuristics, Particle Swarm
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/166371/