Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-03-19
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
A closed-form mixed Logit approach is proposed to model the stochastic route choice behaviours.
It combines both the advantages of Probit and Logit to provide a flexible form in alternatives correlation and a tractable form in expression; besides, the heterogeneity in alternative variance can also be addressed.
Paths are compared by pairs where the superiority of the binary Probit can be fully used.
The Probit-based aggregation is also used for a nested Logit structure.
Case studies on both numerical and empirical examples demonstrate that the new method is valid and practical.
This paper thus provides an operational solution to incorporate the normal distribution in route choice with an analytical expression.
American Psychological Association (APA)
Lai, Xinjun& Li, Jun. 2015. Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1074597
Modern Language Association (MLA)
Lai, Xinjun& Li, Jun. Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model. Mathematical Problems in Engineering No. 2015 (2015), pp.1-9.
https://search.emarefa.net/detail/BIM-1074597
American Medical Association (AMA)
Lai, Xinjun& Li, Jun. Modelling Stochastic Route Choice Behaviours with a Closed-Form Mixed Logit Model. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1074597
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074597