Sensitivity Analysis of Microscopic Traffic Simulation Model Parameters
编号:712 访问权限:仅限参会人 更新:2021-12-03 10:27:43 浏览:103次 张贴报告

报告开始:2021年12月19日 14:10(Asia/Shanghai)

报告时间:15min

所在会场:[T2] Track II Transportation Infrastructure Engineering [S2-4] Simulation and Characterization on Transportation Materials

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摘要
Parameter sensitivity analysis is a method to quantitatively describe the importance of the input variables of the model to the output variables. At present, there is no theoretical basis for the selection of sensitivity indicators. There is a certain blindness in the selection of indicators, and the method of sensitivity analysis is difficult to use. So the paper uses the com interface technology provided by VISSIM simulation software. The parameters were calibrated by genetic algorithm, and the degree of parameter aggregation was quantified by introducing information entropy calculation of each parameter, so as to judge the sensitivity of each parameter. This method overcomes the disadvantage of using subjective judgment sensitivity and automates parameter sensitivity analysis, which provides a theoretical basis for the selection of sensitive parameters in the calibration process of simulation parameters.
关键词
CICTP
报告人
Chenjing Zhou
Beijing University of Technology

稿件作者
Chenjing Zhou Beijing University of Technology
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重要日期
  • 会议日期

    12月17日

    2021

    12月20日

    2021

  • 12月16日 2021

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  • 12月24日 2021

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Chang'an University
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