Simultaneous vehicle and crew scheduling in urban mass transit systems

被引:126
作者
Haase, K [1 ]
Desaulniers, G
Desrosiers, J
机构
[1] Univ Hohenheim, Inst Betriebswirtschaftslehre, Stuttgart, Germany
[2] Ecole Polytech, Montreal, PQ H3T 2A7, Canada
[3] GERAD, Montreal, PQ H3T 2A7, Canada
[4] Ecole Hautes Etud Commerciales, Montreal, PQ H3T 2A7, Canada
关键词
transportation; vehicle scheduling; crew scheduling; column generation;
D O I
10.1287/trsc.35.3.286.10153
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents an exact approach for solving the simultaneous vehicle and crew scheduling problem in urban mass transit systems. We consider the single depot case with a homogeneous fleet of vehicles. This approach relies on a set partitioning formulation for the driver scheduling problem that incorporates side constraints for the bus itineraries. The proposed solution approach consists of a column generation process (only for the crew schedules) integrated into a branch-and-bound scheme. The side constraints on buses guarantee that an optimal vehicle assignment can be derived afterwards in polynomial time. A computational study shows that this approach out-performs the previous methods found in the literature for a set of randomly generated instances. A heuristic version of the solution approach is also proposed and tested on larger instances.
引用
收藏
页码:286 / 303
页数:18
相关论文
共 29 条
[1]   A MATCHING BASED HEURISTIC FOR SCHEDULING MASS TRANSIT CREWS AND VEHICLES [J].
BALL, M ;
BODIN, L ;
DIAL, R .
TRANSPORTATION SCIENCE, 1983, 17 (01) :4-31
[2]   Branch-and-price: Column generation for solving huge integer programs [J].
Barnhart, C ;
Johnson, EL ;
Nemhauser, GL ;
Savelsbergh, MWP ;
Vance, PH .
OPERATIONS RESEARCH, 1998, 46 (03) :316-329
[3]   ON SOME MATCHING PROBLEMS ARISING IN VEHICLE SCHEDULING MODELS [J].
BERTOSSI, AA ;
CARRARESI, P ;
GALLO, G .
NETWORKS, 1987, 17 (03) :271-281
[4]   HEURISTIC ALGORITHMS FOR THE MULTIPLE DEPOT VEHICLE SCHEDULING PROBLEM [J].
DELLAMICO, M ;
FISCHETTI, M ;
TOTH, P .
MANAGEMENT SCIENCE, 1993, 39 (01) :115-125
[5]   Crew pairing at Air France [J].
Desaulniers, G ;
Desrosiers, J ;
Dumas, Y ;
Marc, S ;
Rioux, B ;
Solomon, MM ;
Soumis, F .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 97 (02) :245-259
[6]  
Desaulniers G, 1998, FLEET MANAGEMENT AND LOGISTICS, P57
[7]  
DESROCHERS M, 1992, LECT NOTES ECON MATH, V386, P395
[8]   A COLUMN GENERATION APPROACH TO THE URBAN TRANSIT CREW SCHEDULING PROBLEM [J].
DESROCHERS, M ;
SOUMIS, F .
TRANSPORTATION SCIENCE, 1989, 23 (01) :1-13
[9]  
DESROCHERS M, 1986, THESIS U MONTREAL MO
[10]   ROUTING WITH TIME WINDOWS BY COLUMN GENERATION [J].
DESROSIERS, J ;
SOUMIS, F ;
DESROCHERS, M ;
GERAD .
NETWORKS, 1984, 14 (04) :545-565