The preferential bidding system at Air Canada

被引:55
作者
Gamache, M [1 ]
Soumis, F
Villeneuve, D
Desrosiers, J
Gelinas, E
机构
[1] Grp Etud & Rech Anal Decis, Montreal, PQ H3C 3A7, Canada
[2] Ecole Polytech, Montreal, PQ H3C 3A7, Canada
[3] Ecole Hautes Etud Commerciales, Montreal, PQ H3T 2A7, Canada
[4] Grp Etud & Rech Anal Decis, Montreal, PQ H3T 2A7, Canada
[5] Ad Opt Technol Inc, Montreal, PQ H3V 1G4, Canada
关键词
D O I
10.1287/trsc.32.3.246
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 describes the Preferential Bidding Problem solved in the airline industry to construct personalized monthly schedules for pilots and officers. This problem consists in, assigning to crew members pairings, days off annual leaves, training periods, etc., while considering a set of weighted bids that reflect individual preferences. This assignment must be done under strict seniority restrictions: the construction of a maximum-score schedule for a particular crew member must never be done at the expense of a more senior employee. This research and development project has resulted in the Preferential Bidding System that has been used at Air Canada since May 1995. The solution process is summarized as follows. For each employee, from the most senior to the most junior, a so-called residual problem is solved: given an. employee and a set of unassigned pairings, the solution to an integer linear program determines the employee's maximum-score schedule while taking into account all the remaining employees. The residual problem is solved by column generation embedded in a branch-and-bound tree. Integer solutions are obtained by using very efficient cutting planes, without which it would have been impossible to solve some of these residual problems.
引用
收藏
页码:246 / 255
页数:10
相关论文
共 11 条
[1]  
BYRNE J, 1988, 1988 AGIFORS S P, V28, P87
[2]  
*CPLEX OPT INC, 1992, CPLEX REF MAN US CPL
[3]   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
[4]   A NEW OPTIMIZATION ALGORITHM FOR THE VEHICLE-ROUTING PROBLEM WITH TIME WINDOWS [J].
DESROCHERS, M ;
DESROSIERS, J ;
SOLOMON, M .
OPERATIONS RESEARCH, 1992, 40 (02) :342-354
[5]   A COLUMN GENERATION APPROACH TO THE URBAN TRANSIT CREW SCHEDULING PROBLEM [J].
DESROCHERS, M ;
SOUMIS, F .
TRANSPORTATION SCIENCE, 1989, 23 (01) :1-13
[6]  
DESROCHERS M, 1992, LECT NOTES ECON MATH, V386, P395
[7]  
DESROSIERS J, 1995, IN PRESS INTERFACES
[8]  
Desrosiers Jacques., 1995, HDBK OPER R, V8, P35, DOI 10.1016/S0927-0507(05)80106-9
[9]  
GAMACHE M, 1994, IN PRESS OPERATIONS
[10]  
MOORE R, 1978, 1978 AGIFORS S P, V18, P343