Print Email Facebook Twitter A framework for the benchmarking of OD estimation and prediction algorithms Title A framework for the benchmarking of OD estimation and prediction algorithms Author Antoniou, A. Ciuffo, B. Montero, L. Casas, J. Barcelo, J. Cipriani, E. Djukic, T. Marzano, V. Nigro, M. Bullejos, M. Perarnau, J. Breen, M. Punzo, V. Toledo, T. Faculty Civil Engineering and Geosciences Department Transport and Planning Date 2014-01-12 Abstract In this research we describe the development of a common evaluation and benchmarking platform that has been developed within the framework of the European Union COST Action MULTITUDE. The main goal of this platform is to provide a testbed in which a number of algorithms can be implemented and tested under the same conditions. The objective is not to conclude that one approach is “best”, but to provide a support comparison in a variety of settings and conditions in order to help determine the particular situations and conditions under which one approach might behave more favorably than another. The design of the platform is presented, along with a detailed experimental design for the application of different OD estimation algorithms. The considered algorithms are then presented, along with a demonstration of the extensibility of the presented framework to accommodate additional data sources. The presented results demonstrate that the developed framework is capable of supporting the development, application and testing of a wide range of algorithms. First, both off-line/planning level algorithms (like the Bilevel-DUE) and on-line algorithms (like that SPSA AD-PI and the KFX2) are presented. Subject traffic modelingOrigin-Destination (OD) estimation To reference this document use: http://resolver.tudelft.nl/uuid:adb19384-ead3-4316-82e7-c3c0569b4b2e Publisher Transportation Reseach Board Source 93rd Annual Meeting Transportation Research Board, Washington, USA, 12-16 January 2014; Authors version Part of collection Institutional Repository Document type conference paper Rights (c) 2014 The Author(s) Files PDF 306459.pdf 948.71 KB Close viewer /islandora/object/uuid:adb19384-ead3-4316-82e7-c3c0569b4b2e/datastream/OBJ/view