A new look at projected gradient method for equilibrium assignment.

Author(s)
Constantin, I. Florian, M. & Florian, D.
Year
Abstract

This paper presents a very efficient implementation of a projected gradient variant for the solution of the network equilibrium traffic assignment in the space of path flows. The new algorithm exploits certain properties of the method in order to reduce the necessary computations for flow changes. One can compute several measures of relative gap that are common in the literature and practice of traffic assignment. The novelty of the results obtained demonstrates that this method is efficient even though it was not considered to be so in previous work. It obtains very fine solutions oftraffic assignment problems which exhibit relative gaps of the order of 10(super -6). The method as well as extensive computational results are presented. The test problems originate from transportation planning practice on five continents. Some examples of the computational times and comparative results with the linear approximation (F&W) method are given for mediumsize network of 3000 links (Winnipeg): and a large size network of 30,000links (Sydney). For the latter network a solution equivalent to 500 iterations of F&W is obtained after 10 iterations of the projected gradient method after 842 s. Similar results were obtained on other large scale networks. The performance of this new algorithm compares favourably to the Bar Gera origin based method. For the covering abstract see ITRD E145999

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Publication

Library number
C 49426 (In: C 49291 [electronic version only]) /73 / ITRD E146137
Source

In: Proceedings of the European Transport Conference ETC, Leeuwarden, The Netherlands, 6-8 October 2008, Pp.

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This publication is one of our other publications, and part of our extensive collection of road safety literature, that also includes the SWOV publications.