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A two-stage route optimization algorithm for light aircraft transport systems.
- Source :
-
Transportation Research Part C: Emerging Technologies . Mar2019, Vol. 100, p259-273. 15p. - Publication Year :
- 2019
-
Abstract
- Highlights • We develop a two-stage 3D routing problem for light aircraft. • We introduce a tailored pre-processing technique to create a map based on real data. • We present a mixed integer linear optimization to find the aircraft route. • This model finds the minimum travel time route taking wind forecast directly into account. • We validate our proposed model using case studies in central Europe. Abstract This paper presents a route optimization algorithm for light aircraft operating under visual flight rules. The problem aims at finding a minimum-duration, collision-free route in three spatial dimensions with possible aircraft maneuvers. The optimal route takes into account the aircraft kinodynamic characteristics and its interaction with external wind. A data processing approach is presented to recast the flying environment as a series of polyhedrons based on which a mixed-integer linear model is formulated. A two-stage route optimization model is then introduced to solve real-life instances. Computational experiments depict the efficiency of this approach. [ABSTRACT FROM AUTHOR]
- Subjects :
- *ALGORITHMS
*WIND forecasting
*LIGHT aircraft
*POLYHEDRA
*HEURISTIC
Subjects
Details
- Language :
- English
- ISSN :
- 0968090X
- Volume :
- 100
- Database :
- Academic Search Index
- Journal :
- Transportation Research Part C: Emerging Technologies
- Publication Type :
- Academic Journal
- Accession number :
- 134755102
- Full Text :
- https://doi.org/10.1016/j.trc.2019.01.028