標題: | A simulation analysis for the re-solving issue of the network revenue management problem |
作者: | Huang, Kuancheng Lin, Chia-Yi 運輸與物流管理系 註:原交通所+運管所 Department of Transportation and Logistics Management |
關鍵字: | Network revenue management;Seat inventory control;Re-solving issue;Simulation |
公開日期: | 1-六月-2014 |
摘要: | The classic dynamic programming approach is not applicable to the airline network revenue management (RM) problem of a practical size due to the curse of dimensionality. Many heuristic methods, including the most popular bid-price control approach, generate the approximate control decisions based on various static formulations, which need to be re-solved to take into account the dynamic features of the problem. By a simulation experiment, this study examines the re-solving issue of the bid-price method and tests a new method, the parameterized function approach, in which no problem-resolving is required. Based on the results, the parameterized function approach is found to be a promising alternative. As for the bid-price control approach, a high re-solving frequency is needed for a good result. (C) 2014 Elsevier Ltd. All rights reserved. |
URI: | http://dx.doi.org/10.1016/j.jairtraman.2013.12.016 http://hdl.handle.net/11536/24536 |
ISSN: | 0969-6997 |
DOI: | 10.1016/j.jairtraman.2013.12.016 |
期刊: | JOURNAL OF AIR TRANSPORT MANAGEMENT |
Volume: | 38 |
Issue: | |
起始頁: | 36 |
結束頁: | 42 |
顯示於類別: | 期刊論文 |