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Metro passengers' route choice model and its application considering perceived transfer threshold.
Fanglei Jin1,2, Enjian Yao1, Yongsheng Zhang1
1MOE Key Laboratory for Urban Transportation Complex Systems Theory and Technology, Beijing Jiaotong University, Beijing, China.
This study introduces a path-sized logit model to understand passenger route choices in complex metro systems. The model incorporates a "perceived transfer threshold" to better predict travel behavior and enable personalized route planning.
Area of Science:
- Transportation Science
- Urban Planning
- Behavioral Economics
Background:
- Rapid expansion of metro networks increases route complexity.
- Passenger flow assignment and route choice behavior are challenging for operation management.
- Existing models may not fully capture passenger transfer preferences.
Purpose of the Study:
- To analyze passenger route choice preferences in complex metro systems.
- To incorporate a "perceived transfer threshold" into utility functions.
- To demonstrate the application of route choice analysis for personalized route planning.
Main Methods:
- Adoption of a path-sized logit model.
- Inclusion of in-vehicle time, number of transfers, and transfer time in the utility function.
- Definition and integration of a "perceived transfer threshold" to quantify transfer penalties.
- Calibration of the model using revealed preference data from Guangzhou Metro.
Main Results:
- The calibrated model identified passenger route choice preferences.
- Analysis revealed appropriate perceived transfer threshold values.
- The "perceived transfer threshold" significantly improved the model's explanatory power.
- Personalized route planning demonstrated engineering practicability.
Conclusions:
- The path-sized logit model with a perceived transfer threshold enhances understanding of passenger behavior.
- Incorporating perceived transfer penalties improves route choice modeling accuracy.
- Personalized route planning effectively addresses diverse passenger travel demands in metro systems.
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