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
收藏
页码:283 / 290
页数:8
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