Publication

A column generation algorithm for disrupted airline schedules

Michel Bierlaire
2007
Reports

Abstract

We consider the recovery of an airline schedule after an unforeseen event, called {\em disruption}, that makes the planned schedule unfeasible. In particular we consider the aircraft recovery problem for a heterogeneous fleet of aircrafts, made of regular and reserve planes, where the aircrafts' maintenances are planned in an optimal way in order to satisfy the operational regulations. We propose a column generation scheme, where the pricing problem is modeled as a commodity flow problem on a dedicated network, one for each plane of the fleet. We present a dynamic programming algorithm to build the underlying networks and a dynamic programming algorithm for resource constrained elementary shortest paths to solve the pricing problem. We provide some computational results on real world instances.

Official source

https://infoscience.epfl.ch/entities/publication/db0c5a57-a627-4585-91ac-e19df2c69b2c

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Michel Bierlaire
2007
Reports

Abstract

Official source

https://infoscience.epfl.ch/entities/publication/db0c5a57-a627-4585-91ac-e19df2c69b2c

About this result

Related concepts (31)

Airline

An airline is a company that provides air transport services for traveling passengers and/or freight. Airlines use aircraft to supply these services and may form partnerships or alliances with other airlines for codeshare agreements, in which they both offer and operate the same flight. Generally, airline companies are recognized with an air operating certificate or license issued by a governmental aviation body. Airlines may be scheduled or charter operators. The first airline was the German airship company DELAG, founded on November 16, 1909.

Malaysia Airlines

Malaysia Airlines Berhad (MAB; Penerbangan Malaysia Berhad), formerly known as Malaysian Airline System (MAS; Sistem Penerbangan Malaysia), and branded as Malaysia Airlines, is the flag carrier of Malaysia and a member of the Oneworld airline alliance. (The MAS initials are still being kept by subsidiaries MASkargo and MASwings.) The company headquarters are at Kuala Lumpur International Airport. In August 2014, the Malaysian government's sovereign wealth fund Khazanah Nasional—which then owned 69.

Regional airline

A regional airline is a general classification of airline which typically operates scheduled passenger air service, using regional aircraft, between communities lacking sufficient demand or infrastructure to attract mainline flights. In North America, most regional airlines are classified as "fee-for-departure" carriers, operating their revenue flights as codeshare services contracted by one or more major airline partners. A number of regional airlines, particularly during the 1960s and 1970s, were classified as commuter airlines in the Official Airline Guide (OAG).

Related publications (9)

A column generation algorithm for disrupted airline schedules

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