Article ID: | iaor2012778 |
Volume: | 46 |
Issue: | 1 |
Start Page Number: | 27 |
End Page Number: | 38 |
Publication Date: | Feb 2012 |
Journal: | Transportation Science |
Authors: | Nie Yu (Marco) |
Keywords: | networks: flow, optimization |
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.