Article ID: | iaor201530376 |
Volume: | 84 |
Issue: | 2 |
Start Page Number: | 88 |
End Page Number: | 100 |
Publication Date: | Dec 2015 |
Journal: | Transportation Research Part E |
Authors: | Sahin Gven, Suyabatmaz Ali etin |
Keywords: | personnel & manpower planning, combinatorial optimization, scheduling, programming: mathematical, networks, simulation, programming: linear |
We study a tactical level crew capacity planning problem in railways which determines the minimum required crew size in a region while both feasibility and connectivity of schedules are maintained. We present alternative mathematical formulations which depend on network representations of the problem. A path‐based formulation in the form of a set‐covering problem along with a column‐and‐row generation algorithm is proposed. An arc‐based formulation of the problem is solved with a commercial linear programming solver. The computational study illustrates the effect of schedule connectivity on crew capacity decisions and shows that arc‐based formulation is a viable approach.