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Titel:

Validating data-driven models at the network level

Titelzusatz:
TUM Transportation Systems MSc
Dokumenttyp:
Report / Forschungsbericht
Autor(en):
Muzaffar Khamraev
Abstract:
The aim of this thesis is to implement the data-driven models into a microscopic traffic simulator SUMO, using the observation data. As the observation data is already provided as for training, the main focus of the thesis will be based on the validating the data-driven model using the simulator software. To see the performance of the datadriven model, a reference model based on traditional approach is chosen and compared to two other flexible regression methods. These models should be applied t...     »
Beauftragende Einrichtung:
TUM, Supervisors: C. Antoniou, D. Efthymiou
Jahr:
2017
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