A column generation algorithm for the bus driver scheduling problem

Dung Ying Lin, Ching Lan Hsu

研究成果: Article同行評審

10 引文 斯高帕斯(Scopus)


Bus driver scheduling aims to find the minimum number of bus drivers to cover a published timetable of a bus company. When scheduling bus drivers, contractual working rules must be enforced, thus complicating the problem. In this research, we develop a column generation algorithm that decomposes this complicated problem into a master problem and a series of pricing subproblems. The master problem selects optimal duties from a set of known feasible duties, and the pricing subproblem augments the feasible duty set to improve the solution obtained in the master problem. The proposed algorithm is empirically applied to the realistic problems of several bus companies. The numerical results show that the proposed column generation algorithm can solve real-world problems and obtain bus driver schedules that are better than those developed and used by the bus companies.

頁(從 - 到)1598-1615
期刊Journal of Advanced Transportation
出版狀態Published - 2016 12月

All Science Journal Classification (ASJC) codes

  • 汽車工程
  • 經濟學與計量經濟學
  • 機械工業
  • 電腦科學應用
  • 策略與管理


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