吉林大学学报(工学版) ›› 2011, Vol. 41 ›› Issue (增刊1): 59-65.

• paper • Previous Articles     Next Articles

Method of calibrating and validating car-following model

WANG Dian-hai1, TAO Peng-fei1, JIN Sheng2, MA Dong-fang1   

  1. 1. College of Transportation, Jilin University, Changchun 130022, China;
    2. College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, China
  • Received:2010-09-30 Online:2011-09-01 Published:2011-09-01

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Abstract:

For solving the problem of car-following model parameter calibration and determining the appropriate evaluation method of model simulative effect,discussed the method of calibrating parameters with application of genetic algorithm,and estimated the parameters of GM model with measured data.Base on the results of calibration and the meaning of parameters,designed the specific method to test effect of car-flowering model simulation considering the fit level of the whole car-following process between the car-following model simulation and actual driving situation,and validated the calibrated GM model.The results of research show that,the test method presented solve the limitation of validating the car-following model before,and can measure the effect of model more comprehensive and objective.Use this method to validate the GM model,the results show that,the integrated error between simulation output and measured data is less than 15% for most process,not the big error from the only contrast of acceleration.

Key words: engineering of communications and transportation, car-following model, parameter calibration, model verification, GM model

CLC Number: 

  • U491


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