Optimal cargo container loading plans under stochastic demands for air express carriers
In this research, we develop a stochastic-demand cargo container loading plan model with the objective of minimizing the total operating cost, subject to the related operating constraints. The model is formulated as a nonlinear mixed integer program that is characterized as NP-hard. We employ a problem linearization technique, coupled with a mathematical programming solver, to develop a solution method. To preliminarily evaluate the model and the solution method, we perform a case study using data from an international air express carrier. The results show that the model and the solution method could be useful for air express carriers.
Year of publication: |
2008
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Authors: | Yan, Shangyao ; Shih, Yu-Lin ; Shiao, Fei-Yen |
Published in: |
Transportation Research Part E: Logistics and Transportation Review. - Elsevier, ISSN 1366-5545. - Vol. 44.2008, 3, p. 555-575
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Publisher: |
Elsevier |
Keywords: | Air express carriers Cargo container loading plan Nonlinear mixed integer programs Optimization Stochastic demand |
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