Solving multi-objective optimization formulation for fleet planning in a railway industry

Solving multi-objective optimization formulation for fleet planning in a railway industry

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Article ID: iaor20108895
Volume: 181
Issue: 1
Start Page Number: 185
End Page Number: 197
Publication Date: Dec 2010
Journal: Annals of Operations Research
Authors: , , ,
Keywords: programming: multiple criteria
Abstract:

In this paper, we propose a novel three-objective mathematical model and a solution procedure for optimizing fleet planning for rail-cars in a railway industry. These objectives are to: (1) minimize the sum of the cost related to service quality, (2) maximize profit calculated as the difference between revenues generated by serving customer demand and the combined costs of rail-car ownership and rail-car movement and, (3) minimize the sum of the rail-car fleet sizing, simultaneously. The Pareto optimal set is depicted and used for a trade-off analysis. A number of numerical examples are given to illustrate the presented model and solution methodology.

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