Title :
An integrated seat allocation model for individual and group demand in airlines
Author :
Yoon, Moon Gil ; Song, Yoon Sook ; Lee, Hwi Young
Author_Institution :
Dept. of Bus. Adm., Korea Aerosp. Univ., Koyang, South Korea
Abstract :
This study is focused on the seat assignment problem for group demand in airlines. Since airlines have considered that groups may dilute the high revenue opportunities, they have not dealt the group demand with an important revenue source. However, if properly managed, group demands can increase the total revenue. There are two types of group demands in air travel markets: series group and ad hoc group. In this paper, we focus on the series group demand. The seat assignment problem can be modeled as a stochastic programming model which is difficulty to solve optimally. In this paper, we have some assumptions on the demand distribution functions and apply a linear approximation technique. Thereby, we can transform the complex stochastic programming model to a mixed Integer Linear Programming model. To analyze the validity and the performance, we test our model with some randomly generated group demands. The computational experiment shows that ours may be useful and applicable in practice effectively.
Keywords :
integer programming; linear programming; profitability; sales management; seats; stochastic programming; travel industry; ad hoc group demand; air travel market; airlines; demand distribution function; linear approximation; mixed integer linear programming; revenue source; seat allocation; seat assignment; series group demand; stochastic programming model; Atmospheric modeling; Equations; Linear approximation; Marketing and sales; Mathematical model; Programming; Resource management; Group Demand; Linear Approximation; Revenue Management; Seat Allocation;
Conference_Titel :
Computers and Industrial Engineering (CIE), 2010 40th International Conference on
Conference_Location :
Awaji
Print_ISBN :
978-1-4244-7295-6
DOI :
10.1109/ICCIE.2010.5668417