首页|The Historical Development and Future Outlook of Public Transit Vehicle and Crew Scheduling: A Literature Review
The Historical Development and Future Outlook of Public Transit Vehicle and Crew Scheduling: A Literature Review
Ruikun CHEN Xuewu CHEN
The Historical Development and Future Outlook of Public Transit Vehicle and Crew Scheduling: A Literature Review
The Historical Development and Future Outlook of Public Transit Vehicle and Crew Scheduling: A Literature Review
摘要
This paper overviews the historical developments in public transit vehicle and crew scheduling using various modelling frameworks. The three major modelling frameworks are operation research-based models, heuristic models and reinforcement learning models, each have a unique mathematical foundation and a series of resolution techniques. And each framework has its strengths and weaknesses as well. There are no permanently perfect models, for which the basic models have been adjusted and extended in not only smaller, simpler modules like the objective function and the constrain conditions, but also larger, complex parts like the model structures. These extensions fit the realistic operation requirements of public transit corporations. This work also proposes some potential future research directions for public transit vehicle and crew scheduling based on the up-to-date development trends in this field.
评论