Stochastic dynamic user equilibrium using a mixed logit modeling framework
Document Type
Conference Proceeding
Publication Date
1-1-2016
Publication Title
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Publisher
Institute of Electrical and Electronics Engineers Inc.
First page number:
1206
Last page number:
1211
Abstract
Traditional methods for stochastic user equilibrium are either probit-based or logit-based; both have weaknesses that limit their usefulness. This paper proposes a mixed logit algorithm for Stochastic Dynamic User Equilibrium (SDUE) which is capable of capturing required correlations at a reasonable cost. That is, the flexibility in specification of error terms provided by the mixed-logit allows the SDUE model to capture spatial and temporal correlations in unobserved factors. In addition, it does not require route enumeration. The capabilities of a mixed-logit model enable the development of a SDUE traffic assignment model with correct flow propagation. A mathematical programming problem is formulated for the SDUE whose solution is found by an iterative mixed-logit-based network-loading procedure which in theory is expected to calculate link flows at a more efficient rate compared to probitbased models. © 2016 IEEE.
Language
English
Repository Citation
Paz-Cruz, A.,
Emaasit, D.,
De Le Fuente, H.
(2016).
Stochastic dynamic user equilibrium using a mixed logit modeling framework.
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
1206-1211.
Institute of Electrical and Electronics Engineers Inc..
http://dx.doi.org/10.1109/ITSC.2016.7795710