The Travel Choice Behavior with Traffic State Information
Publication: International Conference on Transportation Engineering 2007
Abstract
This paper studied on the travel choice behavior with traffic state information that describe the degree of crowdedness based on the Expected Utility Theory and Bayesian Reasoning, and put forward the model to calculate the choice behavior with the traffic state information. Firstly, the analysis on the travel choice behavior with travel information as well as that without travel information was made based on the researches of CHORUS et al. Due to travelers face two types of uncertainty when choosing from and executing travel alternatives that are uncertainty of choice and uncertainty of execution. His update in perception based on the information received results in a decrease in levels of uncertainty he faces. There are two kinds of functions of the traffic information in decreasing the uncertainty of travel: On the one hand, the unknown choice could be known; on the other hand, the known choice could be elaborated. Secondly, Bayesian updating was then applied to represent the effect of the travel information and the models of travel choice with traffic state information were established. At last, the calculating process and value of traffic information were systematically introduced by an example. The research results indicate that the method of this paper puts forward a new method for analyzing and predicting the travel choice behavior with traffic state information that make up the shortcoming of models in existence, which can't describe the utility of traffic information. It is also useful for the study on effects of the travel information.
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Copyright
© 2007 American Society of Civil Engineers.
History
Published online: Apr 26, 2012
ASCE Technical Topics:
- Analysis (by type)
- Bayesian analysis
- Continuum mechanics
- Dynamics (solid mechanics)
- Engineering fundamentals
- Engineering mechanics
- Information systems
- Infrastructure
- Lifeline systems
- Models (by type)
- Motion (dynamics)
- Solid mechanics
- Statistical analysis (by type)
- Systems engineering
- Traffic analysis
- Traffic engineering
- Traffic management
- Traffic models
- Transportation engineering
- Travel patterns
- Uncertainty principles
- Utilities
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