Transport Simulation Model Calibration with Two-Step Cluster Analysis Procedure

Zenina Nadezda (), Romanovs Andrejs () and Merkuryev Yuri ()
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Merkuryev Yuri: Riga Technical University

Information Technology and Management Science, 2015, vol. 18, issue 1, 49-56

Abstract: The calibration results of transport simulation model depend on selected parameters and their values. The aim of the present paper is to calibrate a transport simulation model by a two-step cluster analysis procedure to improve the reliability of simulation model results. Two global parameters have been considered: headway and simulation step. Normal, uniform and exponential headway generation models have been selected for headway. Application of two-step cluster analysis procedure to the calibration procedure has allowed reducing time needed for simulation step and headway generation model value selection.

Date: 2015
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Persistent link: https://EconPapers.repec.org/RePEc:vrs:itmasc:v:18:y:2015:i:1:p:49-56:n:8

DOI: 10.1515/itms-2015-0008

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