Author
Listed:
- Michel Gamache
(Groupe d'études et de recherche en analyse des décisions, and École Polytechnique de Montréal, Montréal H3C 3A7, Canada)
- François Soumis
(Groupe d'études et de recherche en analyse des décisions, and École Polytechnique de Montréal, Montréal H3C 3A7, Canada)
- Daniel Villeneuve
(Groupe d'études et de recherche en analyse des décisions, and École Polytechnique de Montréal, Montréal H3C 3A7, Canada)
- Jacques Desrosiers
(Groupe d'études et de recherche en analyse des décisions, and École des Hautes Études Commerciales de Montréal, Montréal H3T 2A7, Canada)
- Éric Gélinas
(Ad Opt Technologies Inc., Montréal H3V 1G4, Canada)
Abstract
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.
Suggested Citation
Michel Gamache & François Soumis & Daniel Villeneuve & Jacques Desrosiers & Éric Gélinas, 1998.
"The Preferential Bidding System at Air Canada,"
Transportation Science, INFORMS, vol. 32(3), pages 246-255, August.
Handle:
RePEc:inm:ortrsc:v:32:y:1998:i:3:p:246-255
DOI: 10.1287/trsc.32.3.246
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