A dimension-reduced method of sensitivity analysis for stochastic user equilibrium assignment model

作者：Liu, Jianmei; Ma, Shoufeng^*; Huang, Chongchao; Ma, Shuaiqi

来源：Applied Mathematical Modelling, 2010, 34(2): 325-333.

DOI：10.1016/j.apm.2009.04.012

• Nonlinear program
• Dimension-reduced sensitivity analysis
• SUEA
• Penalty function
• Non-smoothness

This paper gives a new dimension-reduced method of sensitivity analysis for perturbed stochastic user equilibrium assignment (SUEA) model based on the relation between its Lagrange function and logarithmic barrier function combined with a Courant quadratic penalty term. The advantage of this method is of smaller dimension than general sensitivity analysis and reducing complexity. Firstly, it presents the dimension-reduced sensitivity results of the general nonlinear programming perturbation problem and the improved results when the objective or constraint functions are not twice continuously differentiable. Then it proves the corresponding conclusion of SUEA with smooth or non-smooth cost functions by the method of converting constraint conditions and decision variables. Finally, two corresponding examples (smooth and non-smooth) are given to illustrate the feasibility of this method.

• 出版日期2010-2
• 单位天津大学; 武汉大学; 济宁学院