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An assigment free data driven approach to the dynamic origin destination matrix estimation problem

Author
Ros, X.; Barcelo, J.; Lídia Montero
Type of activity
Report
Date
2020-02-05
Project funding
Development of dynamic OD estimators exploiting ICT traffic measurements
Information Modeling and Processing
Robustness, efficiency and recoverability in public transportation networks
Repository
http://hdl.handle.net/2117/179836 Open in new window
Abstract
Document de recerca desenvolupat dins del Doctorat Industrial 2017-DI-041 Dynamic traffic models require dynamic inputs, and one of the main inputs are the Dynamic Origin-Destinations (OD) matrices describing the variability over time of the trip patterns across the network. The Dynamic OD Matrix Estimation (DODME) is a hard problem since no direct full observations are available, and therefore one should resort to indirect estimation approaches. Among the most efficient approaches, the one that...
Citation
Ros, X.; Barcelo, J.; Lídia Montero. "An assigment free data driven approach to the dynamic origin destination matrix estimation problem". 2020.
Keywords
Bi-level Optimization, Dynamic OD Estimation, ICT Data, Non-linear optimization
Group of research
IMP - Information Modelling and Processing
inLab FIB

Participants