Developing Calibration Tools for Microscopic Traffic Simulation Final Report Part II: Calibration Framework and Calibration of Local/Global Driving Behavior and Departure/Route Choice Model Parameters
作者： Hu Dong , Jingtao Ma , Michael Zhang
DOI:
关键词:
摘要: This report describes the development of a calibration framework for micro simulation projects that separates process into five components: 1) project scoping and error checking, 2) global parameter calibration, 3) local 4) departure/route (D-R) choice 5) calibration. The genetic algorithm (GA)-based tools parameters, as well D-R parameters. then how developed were integrated one user-friendly graphical interface methods tested on synthetic real networks. Using working examples, it is shown can help achieve satisfactory results with significantly less human intervention found in traditional trial-and-error procedures.
berkeley.edu 参考文章(10)
D Fraser, S Druitt, J Laird, EDINBURGH CITY CENTRE: A MICROSIMULATION CASE-STUDY Traffic engineering and control. ,vol. 40, pp. 72- 76 ,(1999)
W Kunzman, Another look at signalized intersection capacity Ite Journal-institute of Transportation Engineers. ,vol. 48, pp. 12- 15 ,(1978)
Tao Ma, Baher Abdulhai, Genetic Algorithm-Based Optimization Approach and Generic Tool for Calibrating Traffic Microscopic Simulation Parameters: Transportation Research Record. ,vol. 1800, pp. 6- 15 ,(2002) , 10.3141/1800-02
Terry L. Friesz, David Bernstein, Tony E. Smith, Roger L. Tobin, B. W. Wie, A Variational Inequality Formulation of the Dynamic Network User Equilibrium Problem Operations Research. ,vol. 41, pp. 179- 191 ,(1993) , 10.1287/OPRE.41.1.179
Ruey-Long Cheu, Xin Jin, Kim-Chwee Ng, Yew-Liam Ng, Dipti Srinivasan, None, CALIBRATION OF FRESIM FOR SINGAPORE EXPRESSWAY USING GENETIC ALGORITHM Journal of Transportation Engineering-asce. ,vol. 124, pp. 526- 535 ,(1998) , 10.1061/(ASCE)0733-947X(1998)124:6(526)
R. Arnott, A. de Palma, R. Lindsey, Departure time and route choice for the morning commute Transportation Research Part B: Methodological. ,vol. 24, pp. 209- 228 ,(1990) , 10.1016/0191-2615(90)90018-T
Tomer Toledo, Moshe E. Ben-Akiva, Deepak Darda, Mithilesh Jha, Haris N. Koutsopoulos, Calibration of Microscopic Traffic Simulation Models with Aggregate Data Transportation Research Record. ,vol. 1876, pp. 10- 19 ,(2004) , 10.3141/1876-02
W.Y Szeto, Hong K Lo, A CELL-BASED SIMULTANEOUS ROUTE AND DEPARTURE TIME CHOICE MODEL WITH ELASTIC DEMAND Transportation Research Part B-methodological. ,vol. 38, pp. 593- 612 ,(2004) , 10.1016/J.TRB.2003.05.001
Gabriel Gomes, Adolf May, A Microsimulation Model of a Congested Freeway using VISSIM. ,(2004)
David E. Goldberg, Genetic algorithms in search, optimization and machine learning Reading: Addison-Wesley. ,(1989)