The problem addressed in this paper is crew-pairing optimization in airline flight planning: finding tours of duty (pairings) that are legal and cover every flight leg at the least cost. The legal rules and cost of a pairing are determined by complex Federal Aviation Agency and contractual requirements. In addition, the problem is made more difficult by the hub-and-spoke system used by airlines that multiplies the possible ways a pairing can link flight legs. The state-of-the-art crew-pairing TRIP system of American Airlines uses subproblem optimization and, as is true for other crew-scheduling systems, may not be able to improve a solution even though a better one exists. We report on the methodology developed during a joint study by IBM and American Airlines Decision Technologies to use the IBM Optimization Subroutine Library in conjunction with TRIP to improve on crew-pairing solutions by taking a global approach. The resulting improvements have been a reduction of 5 to 11 percent in excess crew cost. Estimated total savings are five million dollars per year.
机构:
Intelligent Systems Laboratory, Compl. Sci. and Engineering Center, Fujitsu Ltd.Intelligent Systems Laboratory, Compl. Sci. and Engineering Center, Fujitsu Ltd.
Sato, Makihiko
Matsumoto, Shunji
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Intelligent Systems Laboratory, Compl. Sci. and Engineering Center, Fujitsu Ltd.Intelligent Systems Laboratory, Compl. Sci. and Engineering Center, Fujitsu Ltd.
Matsumoto, Shunji
Teramoto, Youhiko
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Intelligent Systems Laboratory, Compl. Sci. and Engineering Center, Fujitsu Ltd.Intelligent Systems Laboratory, Compl. Sci. and Engineering Center, Fujitsu Ltd.
Teramoto, Youhiko
Adachi, Nobue
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Intelligent Systems Laboratory, Computer Systems Laboratory, Fujitsu Laboratories Ltd.Intelligent Systems Laboratory, Compl. Sci. and Engineering Center, Fujitsu Ltd.
机构:
Department of Industrial Engineering, South Tehran Branch, Islamic Azad University, Tehran, IranDepartment of Industrial Engineering, South Tehran Branch, Islamic Azad University, Tehran, Iran
Shafipour-Omrani, Bahareh
Rashidi Komijan, Alireza
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Department of Industrial Engineering, Firoozkooh Branch, Islamic Azad University, Firoozkooh, IranDepartment of Industrial Engineering, South Tehran Branch, Islamic Azad University, Tehran, Iran
Rashidi Komijan, Alireza
Sadjadi, Seyed Jafar
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Department of Industrial Engineering, Iran University of Science and Technology, Tehran, IranDepartment of Industrial Engineering, South Tehran Branch, Islamic Azad University, Tehran, Iran