Impact of Transit Network Layout on Resident Mode Choice
Joint Authors
Jian, Gao
Zhuge, Chengxiang
McCormack, Edward D.
Peng, Zhao
Hui, Zhang
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-05-23
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
This study reviews the impact of public transit network layout (TNL) on resident mode choice.
The review of TNL as a factor uses variables divided into three groups: a variable set without considering the TNL, one considering TNL from the zone level, and one considering TNL from the individual level.
Using Baoding’s travel survey data, a Multinomial Logit (MNL) model is used, and the parameter estimation result shows that TNL has significant effect on resident mode choice.
Based on parameter estimation, the factors affecting mode choice are further screened.
The screened variable set is regarded as the input data to the BP neural network’s training and forecasting.
Both forecasting results indicate that introducing TNL can improve the performance of mode choice forecasting.
American Psychological Association (APA)
Jian, Gao& Peng, Zhao& Zhuge, Chengxiang& Hui, Zhang& McCormack, Edward D.. 2013. Impact of Transit Network Layout on Resident Mode Choice. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1031897
Modern Language Association (MLA)
Jian, Gao…[et al.]. Impact of Transit Network Layout on Resident Mode Choice. Mathematical Problems in Engineering No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-1031897
American Medical Association (AMA)
Jian, Gao& Peng, Zhao& Zhuge, Chengxiang& Hui, Zhang& McCormack, Edward D.. Impact of Transit Network Layout on Resident Mode Choice. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1031897
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1031897