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A Robust Optimization Model for the Hub Location and Revenue Management Problem Considering Uncertainties
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Yaser Rouzpeykar    , Roya Soltani * , Mohammad ali Afashr kazemi |
| Department of Industrial Engineering, KHATAM University,Tehran, Iran, , r.soltani@khatam.ac.ir |
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Abstract: (5071 Views) |
| The hub location and revenue management problem are two research topics in the field of network design and transportation. The hub location model designs the structure of the transportation network, while the revenue management model allocates network capacity to different customer categories according to their price sensitivity. Revenue management determines which products to sell to which customers and at what price. On the other hand, due to the limited number of aircraft seats, the revenue management problem has been widely used in the aviation industry. In this study, a robust optimization model is developed for the hub location and revenue management problem. For this purpose, a real-world case study with a central hub and six airports is presented and solved using CPLEX solver in GAMS software. Finally, a sensitivity analysis was performed on the key parameters of the problem, and their effect on the objective functions of the problem was investigated. Results show that the proposed model achieved the feasible solution in reasonable time for real case problem by exact method. |
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| Keywords: Hub location, revenue management, robust optimization, aviation industry. |
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Full-Text [PDF 448 kb]
(9517 Downloads)
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Type of Study: Original |
Subject:
Mathematical Modeling and Applications of OR
Received: 2021/06/13 | Accepted: 2020/09/20 | Published: 2020/09/20
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