Model and Algorithm for Optimization of Urban Inter-Zone Vehicle Schedule
Publication: Logistics: The Emerging Frontiers of Transportation and Development in China
Abstract
In this paper we propose a model and algorithm for optimization of urban inter-zone vehicle schedule. We assume that the origin-destination trip demand is given. As the frequency and schedule mode are very important for public traffic efficiency, we estimate an optimal structural model, which minimize a generalized cost function that encompasses two components: (a) waiting time; (b) operation cost. All transit vehicles have a fixed capacity and two kinds of schedule mode, regular vehicle and inter-zone vehicle, are adopted in this model. An improved genetic algorithm is proposed, which makes progress with selection operator, crossover operator, mutation operator and the stop criterion of simple genetic algorithm, adding optimal reserved and revised strategies. The optimal model and improved genetic algorithm have been validated by the real scheduling data. The result indicates that they are applicable and effective.
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© 2009 American Society of Civil Engineering.
History
Published online: Apr 26, 2012
ASCE Technical Topics:
- Algorithms
- Benefit cost ratios
- Buildings
- Business management
- Engineering fundamentals
- Facilities (by type)
- Financial management
- Highway transportation
- Infrastructure
- Mathematics
- Models (by type)
- Optimization models
- Practice and Profession
- Public buildings
- Structural engineering
- Structural models
- Structures (by type)
- Traffic models
- Transportation engineering
- Urban and regional development
- Urban areas
- Vehicles
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