Software for Calibration of Transmodeler traffic microsimulation models
| Autor: | Sebastián Ramírez Arias, David A. Jimenez, Fabián Muñoz, Juan Hincapie |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
050210 logistics & transportation
Linear programming Computer science business.industry 05 social sciences Process (computing) 02 engineering and technology computer.software_genre Software 0502 economics and business 0202 electrical engineering electronic engineering information engineering Calibration Process control 020201 artificial intelligence & image processing Traffic microsimulation Data mining business computer |
| Zdroj: | ITSC |
| DOI: | 10.1109/itsc.2016.7795727 |
| Popis: | Calibration is an important process in traffic microsimulation modelling since it enables to represent reality more accurately. In this research we present a general methodology for the calibration process and develop a calibration software for Transmodeler traffic microsimulation. This software follows this methodology and has specific methods for its main steps. We propose an experiment design model to select parameters. In addition we used two genetic algorithms to search the optimal values for the parameters. Besides, this software presents an innovative module to explore and visualize the output of the calibration process. In this paper we present the general design of the software which we tested, alongside our methodology, in a case of study in the city of Pereira, Colombia. The results show that it can find optimal values for the parameters and give the user a global view of the process. It indicates that this software has the capability to calibrate traffic microsimulation models. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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