Evaluation of origin-destination matrices based on analysis of data on transport passenger flows

Galina Timofeeva · Olga Nikolaevna Ie

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Transportation Planning and Optimization Human Mobility and Location-Based Analysis Urban Transport Systems Analysis

Abstract

The problem of reconstructing the origin-destination matrix for transport following fixed routes is studied. Estimates are based on statistics on passengers entering and leaving at each stop. Various models for estimating of origin-destination matrices are analyzed, including the entropy model and the generalized gravitational model. The properties of correspondences of duplicating and complementary routes are taken into account for comparing the models.

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References

2005The optimisation of traffic count locations in road networks 2005Bayesian Inference for Origin-Destination Matrices of Transport Networks Using the EM Algorithm 2008Markov models for Bayesian analysis about transit route origin–destination matrices 2018Probabilistic Modeling of Passengers and Carriers Preferences via Bicriterial Approach

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2023Adequacy of the Gravity Model of Railway Passenger Flows

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