Abstract
We study a unique challenge in the crew rostering problem faced by a large airline in China, where fairness for crewmembers is the main concern. The fairness aspect of rosters produced by a commercial optimizer is not satisfactory. We discuss the challenges imposed by the fairness constraint and devise a greedy heuristic to directly address these challenges. The resulting algorithm is not only much faster but also produces a more balanced plan based on actual data from the airline in question.
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© 2011 Springer-Verlag Berlin Heidelberg
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Chen, Q., Lim, A., Zhu, W. (2011). A Greedy Heuristic for Airline Crew Rostering: Unique Challenges in a Large Airline in China. In: Mehrotra, K.G., Mohan, C.K., Oh, J.C., Varshney, P.K., Ali, M. (eds) Modern Approaches in Applied Intelligence. IEA/AIE 2011. Lecture Notes in Computer Science(), vol 6704. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21827-9_24
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DOI: https://doi.org/10.1007/978-3-642-21827-9_24
Publisher Name: Springer, Berlin, Heidelberg
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