A Note on Bar‐Gera's Algorithm for the Origin‐Based Traffic Assignment Problem

A Note on Bar‐Gera's Algorithm for the Origin‐Based Traffic Assignment Problem

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Article ID: iaor2012778
Volume: 46
Issue: 1
Start Page Number: 27
End Page Number: 38
Publication Date: Feb 2012
Journal: Transportation Science
Authors:
Keywords: networks: flow, optimization
Abstract:

Recently, Bar-Gera (2002) proposed a quasi-Newton method for the origin-based formulation of the user equilibrium traffic assignment problem. This note shows that Bar-Gera's algorithm may generate negative second-order derivative, leading to a ‘wrong search direction,’ which compromises the overall convergence performance. We prove that this shortcoming can be overcome by approximating the second-order derivative with an upper bound. The revised algorithm not only fixes a theoretical flaw but indeed demonstrates more satisfying computational performance in numerical experiments. This note also offers a rigorous derivation of optimality conditions that synthesizes the results of the literature.

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