An aggregate stochastic programming model for air traffic flow management

被引:24
作者
Andreatta, Giovanni [2 ]
Dell'Olmo, Paolo [3 ]
Lulli, Guglielmo [1 ]
机构
[1] Univ Milano Bicocca, Dip Informat Sistemist & Comunicaz, I-20126 Milan, Italy
[2] Univ Padua, Dip Matemat Pura & Applicata, I-35210 Padua, Italy
[3] Univ Roma La Sapienza, Dip Statist Probabilita & Stat Applicate, I-00100 Rome, Italy
关键词
ATFM model; Hub and spoke operations; Stochastic programming; Strategic flow management; Decision analysis; GROUND-HOLDING PROBLEM; OPTIMIZATION; UNCERTAINTY;
D O I
10.1016/j.ejor.2011.06.028
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we present an aggregate mathematical model for air traffic flow management (ATFM), a problem of great concern both in Europe and in the United States. The model extends previous approaches by simultaneously taking into account three important issues: (i) the model explicitly incorporates uncertainty in the airport capacities; (ii) it also considers the trade-off between airport arrivals and departures, which is a crucial issue in any hub airport; and (iii) it takes into account the interactions between different hubs. The level of aggregation proposed for the mathematical model allows us to solve realistic size instances with a commercial solver on a PC. Moreover it allows us to compute solutions which are perfectly consistent with the Collaborative Decision-Making (CDM) procedure in ATFM, widely adopted in the USA and which is currently receiving a lot of attention in Europe. In fact, the proposed model suggests the number of flights that should be delayed, a decision that belongs to the ATFM Authority, rather than assigning delays to individual aircraft. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:697 / 704
页数:8
相关论文
共 30 条
[1]   A stochastic 0-1 program based approach for the air traffic flow management problem [J].
Alonso, A ;
Escudero, LF ;
Ortuño, MT .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2000, 120 (01) :47-62
[2]   AIRCRAFT FLOW MANAGEMENT UNDER CONGESTION [J].
ANDREATTA, G ;
ROMANINJACUR, G .
TRANSPORTATION SCIENCE, 1987, 21 (04) :249-253
[3]   Multiairport ground holding problem: A computational evaluation of exact algorithms [J].
Andreatta, G ;
Brunetta, L .
OPERATIONS RESEARCH, 1998, 46 (01) :57-64
[4]  
[Anonymous], THESIS MIT
[5]  
[Anonymous], 1997, Introduction to stochastic programming
[6]  
[Anonymous], COLLABORATIVE DECISI
[7]  
Ball M.O., 2004, Air Traffic Control Quarterly, V12, P1, DOI DOI 10.2514/ATCQ.12.1.1
[8]  
BALL MO, 2003, OPER RES, V51, P161
[9]   The air traffic flow management problem with enroute capacities [J].
Bertsimas, D ;
Patterson, SS .
OPERATIONS RESEARCH, 1998, 46 (03) :406-422
[10]   An Integer Optimization Approach to Large-Scale Air Traffic Flow Management [J].
Bertsimas, Dimitris ;
Lulli, Guglielmo ;
Odoni, Amedeo .
OPERATIONS RESEARCH, 2011, 59 (01) :211-227