Best practice simulated annealing for the airline crew scheduling problem

Citation
T. Emden-weinert et M. Proksch, Best practice simulated annealing for the airline crew scheduling problem, J HEURISTIC, 5(4), 1999, pp. 419-436
Citations number
38
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
JOURNAL OF HEURISTICS
ISSN journal
13811231 → ACNP
Volume
5
Issue
4
Year of publication
1999
Pages
419 - 436
Database
ISI
SICI code
1381-1231(199912)5:4<419:BPSAFT>2.0.ZU;2-W
Abstract
We report about a study of a simulated annealing algorithm for the airline crew pairing problem based on a run-cutting formulation. Computational resu lts are reported for some real-world short- to medium-haul test problems wi th up to 4600 flights per month. Furthermore we find that run time can be s aved and solution quality can be improved by using a problem specific initi al solution, by relaxing constraints "as far as possible", by combining sim ulated annealing with a problem specific local improvement heuristic and by multiple independent runs.