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Fine-grained OD estimation with automated zoning and sparsity regularisation

Menon, Aditya; Cai, Chen; Wang, Weihong; Wen, Tao; Chen, Fang

Description

Given a road network, a fundamental object of interest is the matrix of origin destination (OD) flows. Estimation of this matrix involves at least three sub-problems: (i) determining a suitable set of traffic analysis zones, (ii) the formulation of an optimisation problem to determine the OD matrix, and (iii) a means of evaluating a candidate estimate of the OD matrix. This paper describes a means of addressing each of these concerns. We propose to automatically uncover a suitable set of...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Journal article
URI: http://hdl.handle.net/1885/98776
Source: Transportation Research Part B: Methodological
DOI: 10.1016/j.trb.2015.07.003

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