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Hybrid Calibration of Microscopic Simulation Models

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Computer-based Modelling and Optimization in Transportation

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 262))

Abstract

This chapter presents a procedure to calibrate the Gipps car-following model based on macroscopic data. The proposed method extends previous approaches in order to account for the effect of driver variability in the speed–flow relationships. The procedure was applied in a real calibration problem for the city of Coimbra, Portugal, as part of a broader calibration framework that also includes a conventional optimization based on a genetic algorithm. The results show that the new methodology is promising in terms of practical applicability.

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Acknowledgments

This work was supported by FCT (Portugal) under the R&D project PTDC/SEN-TRA/122114/2010 (AROUND—Improving Capacity and Emission Models of Roundabouts).

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Correspondence to Luís Vasconcelos .

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Vasconcelos, L., Seco, Á., Silva, A.B. (2014). Hybrid Calibration of Microscopic Simulation Models. In: de Sousa, J., Rossi, R. (eds) Computer-based Modelling and Optimization in Transportation. Advances in Intelligent Systems and Computing, vol 262. Springer, Cham. https://doi.org/10.1007/978-3-319-04630-3_23

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  • DOI: https://doi.org/10.1007/978-3-319-04630-3_23

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-04629-7

  • Online ISBN: 978-3-319-04630-3

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