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The Column Generation Principle And The Airline Crew Scheduling Problem
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1987
Year
Mathematical ProgrammingEngineeringComputational ComplexityDiscrete OptimizationAir Transport SystemOperations ResearchColumn Generation PrincipleGood SetLogisticsSystems EngineeringDiscrete MathematicsCombinatorial OptimizationInteger OptimizationCombinatorial ProblemComputer ScienceAir Traffic ManagementInteger ProgrammingLinear RelaxationScheduling ProblemColumn-generating Type Algorithm
The generation and selection of a good set of pairings is a complex, costly and very central part of the airline crew scheduling process. We propose a column-generating type algorithm which, based on reduced costs manipulations, finds such a good set of pairings, namely the set containing the optimal solution to the linear relaxation of the set covering formulation of the problem.