Mixed-integer nonlinear programming for aircraft conflict avoidance by sequentially applying velocity and heading angle changes

被引:32
|
作者
Cafieri, Sonia [1 ,2 ]
Omheni, Riadh [1 ,2 ]
机构
[1] Univ Toulouse, ENAC, F-31055 Toulouse, France
[2] Univ Toulouse, IMT, F-31400 Toulouse, France
关键词
Air traffic management; Conflict avoidance; Mixed-integer nonlinear programming; Deterministic global optimization; Modeling; AIR-TRAFFIC MANAGEMENT; COLLISION-AVOIDANCE; OPTIMIZATION; MODELS;
D O I
10.1016/j.ejor.2016.12.010
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider the problem of aircraft conflict avoidance in Air Traffic Management systems. Given an initial configuration of a number of aircraft sharing the same airspace, the main goal of conflict avoidance is to guarantee that a minimum safety distance between each pair of aircraft is always respected during their flights. We consider aircraft separation achieved by heading angle deviations, and, propose a mixed 0-1 nonlinear optimization model, that is then combined with another one which is based on aircraft speed regulation. A two-step solution approach is proposed, where the two models are sequentially solved using a state-of-the-art mixed-integer nonlinear programming solver. Numerical results validate the proposed approach and clearly show the benefit of combining the two considered separation maneuvers. (C) 2016 Elsevier B.V. All rights reserved.
引用
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页码:283 / 290
页数:8
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