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Aug 30, 2023
Optimal Configuration of Reserved Parking Resources Based on Agent Simulation
Authors: Siyu Lin [email protected], Minghui Xie [email protected], and Yuanqing Wang [email protected]Author Affiliations
Publication: CICTP 2023
ABSTRACT
To utilize the parking resources in a balanced way, an agent simulation model is constructed for the scenario where the reserved parking demand and temporary parking demand coexist. First, the users’ choice of parking lots is simulated under different parking reservation ratio strategies. Then, combined with the dynamic change characteristics of parking demand, the optimization target is adjusted in time. Finally, the genetic algorithm is used to solve the available reservation ratio considering the interests of users and the benefits of parking lots. Simulation experimental results show that the optimization model can reduce travel time by 21%, reduce the proportion of cruising vehicles by 71%, and increase parking revenue by 1.8% when the proportion of reservation demand is larger compared with the fixed-scale model. The optimization model is more adaptable to the dynamic changes in parking demand.
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Published online: Aug 30, 2023
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ASCE Technical Topics:
- Algorithms
- Business management
- Dynamic models
- Engineering fundamentals
- Financial management
- Highway transportation
- Infrastructure
- Mathematics
- Models (by type)
- Optimization models
- Parking facilities
- Practice and Profession
- Revenues
- Simulation models
- Traffic engineering
- Transportation engineering
- Travel demand
- Travel time
Authors
Affiliations
1College of Transportation Engineering, Chang’an Univ., Xi’an, Shaanxi, China. Email: [email protected]
2College of Transportation Engineering, Chang’an Univ., Xi’an, Shaanxi, China. Email: [email protected]
3College of Transportation Engineering, Chang’an Univ., Xi’an, Shaanxi, China. Email: [email protected]
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ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.