A new Airport Collaborative Decision Making algorithm based on Deferred Acceptance in a two-sided market

被引:14
作者
de Arruda Junior, Antonio Carlos [1 ]
Li Weigang [1 ]
Milea, Viorel [2 ]
机构
[1] Univ Brasilia, Dept Comp Sci, TransLab, BR-70910900 Brasilia, DF, Brazil
[2] Erasmus Univ, Inst Econometr, Erasmus Sch Econ, NL-3000 DR Rotterdam, Netherlands
关键词
Collaborative Decision Making; Intelligent system; Ground delay program; Deferred Acceptance; Game Theory; AIR; OPTIMIZATION; MODELS; SYSTEM;
D O I
10.1016/j.eswa.2014.11.060
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The main objective of Airport Collaborative Decision Making (A-CDM) is to allow the stakeholders working together in more efficiently and transparently way to share data and to enhance Air Traffic Management (ATM) processes. The state-of-the-art approaches for A-CDM, currently implemented in many airports in both Europe as well as the United States, are considered mature and well accepted. In many cases it usually focuses on the information sharing and only takes into account the preferences of Air Traffic Control (ATC) units and those of the airlines. This inherently leads to only satisfying the preferences of a limited number of stakeholders within the airport area. In this paper we extend current state-of-the-art approaches to include the preferences of the Airport Management in the A-CDM. The model that we propose is based on the Deferred Acceptance (DA) allocation mechanism from Game Theory and addresses the problem of slot allocation in the Compression step of the classic CDM algorithm currently used. Dealing with this market by using the DA-CDM model enables assigning flights to slots through a one-to-one relationship that respects the preferences of each allocation and is always guaranteed to provide a stable result. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3539 / 3550
页数:12
相关论文
共 50 条
  • [1] ANAC, 2014, HOTRAN TRANSP SCHED
  • [2] [Anonymous], 2010, EC5522004 ETSI
  • [3] [Anonymous], ECONOMETRIC SOC MONO
  • [4] Arruda J. A. C., 2012, J BRAZILIAN AIR TRAN, V8, P9
  • [5] Azul, 2014, SEARCH FLIGHTS
  • [6] Balakrishnan Hamsa., 2007, Decision and Control, 2007 46th IEEE Conference, P2949
  • [7] Ball M., 1998, COLLABORATIVE DECISI
  • [8] Ball M., 2005, AUCTIONS SAFE EFFICI
  • [9] Ground Delay Program Planning Under Uncertainty Based on the Ration-by-Distance Principle
    Ball, Michael O.
    Hoffman, Robert
    Mukherjee, Avijit
    [J]. TRANSPORTATION SCIENCE, 2010, 44 (01) : 1 - 14
  • [10] Brasil P, 2014, INFR INV AIRP WORLD