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Title: A mixed wholesale-option-contract to fix the demand imbalance between substitutable air cargo routes : a cooperative game approach
Authors: Shaban, IA 
Chan, FTS 
Chung, SH 
Qu, T
Issue Date: 15-Nov-2021
Source: Expert systems with applications, 15 Nov. 2021, v. 182, 115300
Abstract: In this study, we consider a capacity allocation problem with an airline that sells cargo routes to multiple freight forwarders. The airline faces the problem whereby its fixed capacity from one route cannot cover the sum of freight forwarders’ orders (hot-selling routes), while the freight forwarders’ total orders from the substituting route are much less than its capacity (underutilized routes). To solve this imbalance problem, a sequential cooperative game is performed between the airline and the freight forwarders in which they agree that the airline assigns an amount in the underutilized routes proportional to the forwarder's order from the hot-selling routes. In this game, the players’ payoffs are the expected profit from using a mixed-wholesale-option contract between the airline and the freight forwarders. The model solution shows that the demand in the underutilized routes follows self-replicating distributions. In addition, the mixed wholesale-option model is compared with the pure wholesale and pure option-contract models, and the results reveal that the mixed model provides the highest allocations in the underutilized routes, leading to a better demand balance among the substitutable routes.
Keywords: Air cargo
Capacity allocation
Cooperative game
Option-contract
Wholesale contract
Publisher: Pergamon Press
Journal: Expert systems with applications 
ISSN: 0957-4174
EISSN: 1873-6793
DOI: 10.1016/j.eswa.2021.115300
Rights: © 2021 Elsevier Ltd. All rights reserved.
© 2021. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/.
The following publication Shaban, I. A., et al. (2021). "A mixed wholesale-option-contract to fix the demand imbalance between substitutable air cargo routes: A cooperative game approach." Expert Systems with Applications 182: 115300 is available at https://dx.doi.org/10.1016/j.eswa.2021.115300.
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