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| A Study on Collaborative Decision Making in Air Transportation |
| LI Weigang1, TANG Chaosheng2, Antonio C. de A. Junior1, LIU Peng3, ZHANG Yaming2
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1. Department of Computer Science, University of Brasilia, Brasilia 70910-900, Brazil;
2. School of Management, Yanshan Univrsity, Qinhuangdao 066004, China;
3. School of Management Engineering, Zhengzhou University, Zhengzhou 450001, China |
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Abstract This paper reviews the main research literatures which note that the previous collaborative decision-making limited just with ATC authorities and airlines and new solution should be proposed to involve airport managers into the decision-making. The paper presents the recent research using of Deferred Acceptance algorithm from matching technology of the game theory to consider three parts: ATC unit, airlines and airport managers in airport CDM.
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Received: 25 September 2014
Published: 22 June 2026
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[1] Airbus. Airbus global market forecast journeys 2013-2032[EB/OL].[2014-06-19]. http://www.airbus.com/company/market/gmf2013.
[2] Goldman, R. A-CDM in New York KJFK runway construction and impact on operations[C]//Advanced ATM Techniques Symposium and Workshops. Montréal, 2013.
[3] Vossen T,Ball M. Optimization and mediated bartering models for ground delay programs[J]. Naval Research Logistics, 2006, 53(1): 75-90.
[4] Hoffman R L. Integer programming models for ground-holding in air traffic flow management[D]. Maryland: University of Maryland, 1997.
[5] Ball M O, Hoffman R L, Mukherjee, A. Ground delay program planning under uncertainty based on the ration-by-distance porinciple[J]. Transportation Science, 2010, 44(1):1-14.
[6] Schummer J, Vohra R V. Assignment of arrival slots[J]. American Economic Journal, Microeconomics, 2013, 5(2): 164-185.
[7] Infraero. Concesso de aeroportos[EB/OL].[2014-06-19]. http://www.infraero.gov.br/index.php/transparencia/concopessao.html.
[8] Sönmez T, Ünver M U. Matching, allocation, and exchange of discrete resources[M]//Handbook of Social Economics.the Netherlands: North-Holland, 2011: 781-852.
[9] Roth A E, Sönmez T. ünver M U. Kidney exchange[J]. The Quarterly Journal of Economics, 2004, 119(2): 457-488.
[10] Balakrishnan H. Techniques for reallocating airport resources during adverse weather[C]//Proc of the IEEE Conference on Decision and Control, New Orleans, USA, 2007: 2949-2956.
[11] Weigang L, Dib M V P, Alves D P, et al. Intelligent computing methods in air traffic flow management[J]. Transportation Research Part C: Emerging Technologies, 2010, 18(5): 781-793.
[12] Crespo A M F, Weigang L, Barros A G de. Reinforcement learning agents to tactical air traffic flow management[J]. International Journal of Aviation Management, 2012, 1(3): 145-161.
[13] Gale D, Shapley L S. College admissions and the stability of marriage[J]. American Mathematical Monthly, 1962: 9-15.
[14] Arruda Junior A C, Weigang L, Nogueira K B. Enhancement of airport collaborative decision making through applying agent system with matching theory[C]//Proceeding of: 8th International Workshop on Agents in Traffic and Transportation. Paris, France,2014.
[15] ICAO. DOC 9854: global air traffic management operational concept[R]. Montreal: International Civil Aviation Organization, DOC 9854, 2005.
[16] Shapley L, Scarf H. On cores and indivisibility[J]. Journal of Mathematical Economics, 1974, 1(1): 23-37.
[17] Von Neumann J, Morgenstern O. Theory of games and economic behavior[J]. Bull Amer Math Soc, 1945, 51(7): 498-504.
[18] Ribeiro V F, Weigang L. Collaborative decision making with game theory for slot allocation and departure sequencing in airports[C]//17th Air Transport Research Society World Conference. Bergamo, Italy, 2013.
[19] Rassenti S, Smith V, Bulfin R. A combinatorial auction mechanism for airport time slot allocation[J]. The Bell Journal of Economics, 1982,13(2), 402-417.
[20] Cruciol L B V, Arruda Junior A C, Li W G. Reward functions for learning to control in air traffic flow management[J]. Transportation Research Part C: Emerging Technologies, 2013, 35: 141-155.
[21] 陈世林, 胡明华. 一种新的基于贪婪法的 CDM 时隙分配最优化算法[J]. 系统工程理论与实践, 2008, 28(10): 144-149.
Chen Shilin,Hu Minghua. A newoptimal algorithm for slot rationing in collaborative ground delay programs based on greed algorithm[J]. Systems Engineering-Theory & Practice, 2008, 28(10): 144-149.
[22] 张荣, 胡明华, 张洪海. 协同式地面等待程序中时隙公平分配研究[J]. 交通与计算机, 2008, 26(5): 62-65.
Zhang Rong, Hu Minghua, Zhang Honghai. Equity of slot allocation in ground delay program under CDM[J]. Computer and Communications, 2008, 26(5): 62-65.
[23] 周茜, 张学军, 柳重堪. 时隙分配算法在 CDMGDP 程序中的应用[J]. 北京航空航天大学学报, 2006, 32(9): 1043-1045.
Zhou Qian, Zhang Xuejun, Liu Zhongkan. Slots allocation in CDM GDP[J]. Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(9): 1043-1045.
[24] 严俊, 吴桐水, 高强,等. 协同决策机制下的时隙二次指派[J]. 南京航空航天大学学报, 2013(1): 140-146.
Yan Jun,Wu Tongshui,Gao Qiang,et al. Re-assignment of slot in collaborative decision-making mechanism[J]. Journal of Nanjing University of Aeronautics & Astronautics, 2013, 45(1): 140-146.
[25] 徐肖豪, 王飞. 地面等待策略中的时隙分配模型与算法研究[J]. 航空学报, 2010, 31(10): 1993-2003.
Xu Xiaohao, Wang Fei. Research on slot allocation models and algorithms in ground holding policy[J]. Acta Aeronautica et Astronautica Sinica, 2010, 31(10): 1993-2003.
[26] 尹嘉男, 胡明华, 张洪海,等. 多跑道协同运行模式优化方法[J]. 航空学报, 2014, 35(3): 795-806.
Yin Jia-nan, Hu Minghua, Zhang Honghai, et al. Optimization approach for collaborative operating modes of multi-runway systems[J]. Acta Aeronautica et Astronautica Sinica, 2014, 35(3): 795-806.
[27] Trabelsi S, Camino F M, Cosenza C, et al. Integrated decision making for ground handling management[C]//XVIII Congresso Panamericano de Ingeniería de Tránsito, Transporte y Logística-PANAM. Spain, 2014. |
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