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A Multicommodity Flow Approach to the Crew Rostering Problem
Paola Cappanera and Giorgio Gallo
Vol. 52, No. 4 (Jul. - Aug., 2004), pp. 583-596
Published by: INFORMS
Stable URL: http://www.jstor.org/stable/30036609
Page Count: 14
You can always find the topics here!Topics: Mathematical vectors, Airlines, Cardinality, Matrices, Operations research, Preprocessing, Flight time, Polyhedrons, Commodities, Zero
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The problem of finding a work assignment for airline crew members in a given time horizon is addressed. In the literature this problem is usually referred to as the airline crew rostering problem. It consists of constructing monthly schedules for crew members by assigning them pairings, rest periods, annual and sick leave, training periods, union activities, and so forth, so as to satisfy the collective agreements and security rules. We formulate the airline crew rostering problem as a 0-1 multicommodity flow problem where each employee corresponds to a commodity; determining a monthly schedule for an employee is the same as computing a path on a suitably defined graph while still satisfying union conventions. A preprocessing phase is performed that reduces the dimension of the graph. To tighten the linear programming formulation of our model, we propose some families of valid inequalities that have proved to be computationally effective. Some of them can be treated implicitly when constructing the graph. Computational results obtained with a commercial integer programming solver (CPLEX) are analyzed.
Operations Research © 2004 INFORMS