A fluid approximation for the single-leg fare allocation problem with nonhomogeneous poisson demand

Title A fluid approximation for the single-leg fare allocation problem with nonhomogeneous poisson demand
Author Korkmaz, Mehmet Selçuk, Kundakcıoğlu, Ömer Erhun, Sivrikaya, O.
Publication Date: 2022-02-27
Publication Place - Springer
Subject Airline operations, Inventory allocation, Nonhomogeneous poisson process, Revenue management
Type Periodical
Language English
Digital Yes
Manuscript No
Library: Özyeğin University
Library Asset ID 1476-6930
Record ID 98d6ac67-ade7-4972-b40f-630e23f3ca6a
Library Location Industrial Engineering
Date 2022-02-27
Sample Text Fare allocation for legs and O&D pairs plays a crucial role in airline revenue management. Despite a large number of dynamic pricing studies, there are only a few widely adopted studies in which assumptions affect most tactical decisions with potentially large impacts on airline profitability. These decisions involve approximating future pricing schemes, allocation of fare classes, and setting booking limits. We propose a fare allocation model for a single leg in the presence of a realistic nonhomogeneous Poisson demand with an increasing rate. We aim to compute when and how to markup the price for an airfare product (switch to an upper fare class) to maximize the expected revenue. We study a fluid approximation of the underlying stochastic problem considering independent demand from each customer segment and examine different properties that lead to several important insights. Finally, we propose a dynamic look-ahead pricing scheme to compare our fluid approximation results against the well-known EMSRb heuristic and a dynamic programming solution on randomly generated booking request data. Numerical examples illustrate the effectiveness of our proposed approach.
DOI 10.1057/s41272-021-00284-4
Cilt 21
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A fluid approximation for the single-leg fare allocation problem with nonhomogeneous poisson demand

Author Korkmaz, Mehmet Selçuk, Kundakcıoğlu, Ömer Erhun, Sivrikaya, O.
Publication Date 2022-02-27
Publication Place - Springer
Subject Airline operations, Inventory allocation, Nonhomogeneous poisson process, Revenue management
Type Periodical
Language English
Digital Yes
Manuscript No
Library Özyeğin University
Library Asset ID 1476-6930
Record ID 98d6ac67-ade7-4972-b40f-630e23f3ca6a
Library Location Industrial Engineering
Date 2022-02-27
Sample Text Fare allocation for legs and O&D pairs plays a crucial role in airline revenue management. Despite a large number of dynamic pricing studies, there are only a few widely adopted studies in which assumptions affect most tactical decisions with potentially large impacts on airline profitability. These decisions involve approximating future pricing schemes, allocation of fare classes, and setting booking limits. We propose a fare allocation model for a single leg in the presence of a realistic nonhomogeneous Poisson demand with an increasing rate. We aim to compute when and how to markup the price for an airfare product (switch to an upper fare class) to maximize the expected revenue. We study a fluid approximation of the underlying stochastic problem considering independent demand from each customer segment and examine different properties that lead to several important insights. Finally, we propose a dynamic look-ahead pricing scheme to compare our fluid approximation results against the well-known EMSRb heuristic and a dynamic programming solution on randomly generated booking request data. Numerical examples illustrate the effectiveness of our proposed approach.
DOI 10.1057/s41272-021-00284-4
Cilt 21
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