Geodesic
A method for classifying aircraft surface elements for the numerical-analytical solution of aerodynamic problems
Matematičeskoe modelirovanie i čislennye metody, no. 15 (2017), pp. 83-104 Cet article a éte moissonné depuis la source Math-Net.Ru

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The study introduces an algorithm for classifying the aircraft surface elements based on a binary decision tree with threshold predicates. According to the initial description of the objects, we developed derived characteristics allowing for the classes to be separated with minimal losses. Moreover, we trained and verified the predicates on synthetic data and described an algorithm of obtaining the data for training. Low values of classification errors and ease of implementation make it possible to apply the algorithm for solving aerodynamic applied problems.
Keywords: aircraft, decision tree, optimization of aerodynamic calculations, development of characteristics.
Mots-clés : classification 
@article{MMCM_2017_15_a5,
     author = {V. P. Kotenev and R. A. Ratslav and D. A. Sapozhnikov and I. V. Chernyshev},
     title = {A method for classifying aircraft surface elements for the numerical-analytical solution of aerodynamic problems},
     journal = {Matemati\v{c}eskoe modelirovanie i \v{c}islennye metody},
     pages = {83--104},
     year = {2017},
     number = {15},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/MMCM_2017_15_a5/}
}
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AU  - V. P. Kotenev
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AU  - I. V. Chernyshev
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V. P. Kotenev; R. A. Ratslav; D. A. Sapozhnikov; I. V. Chernyshev. A method for classifying aircraft surface elements for the numerical-analytical solution of aerodynamic problems. Matematičeskoe modelirovanie i čislennye metody, no. 15 (2017), pp. 83-104. http://geodesic.mathdoc.fr/item/MMCM_2017_15_a5/