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License Agreement on scientific materials use.
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MODELING OF EXTENDED GEOLOGICAL FORMATIONS BY THE METHOD OF NONLINEAR FUNCTIONAL-FACTORIAL REGRESSION
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Vladimir Aleksandrovich Antonov
Institute of Mining of the Ural Branch of the Russian Academy of Sciences
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Submitted:
January 1, 2015
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Abstract.
In the article the modeling techniques of extended geological formations, relief objects and spatial lithological processes by the method of nonlinear regression are presented. Its peculiarities are the functional-factorial principle of models formation and the optimization of their parameters by the method of the approximations of a parabolic top. The reliability of the models is estimated by the proposed double-sided criterion of correspondence with the errors of experimental data. The efficiency of the method is demonstrated by two examples of the modeling of geological formations.
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Key words and phrases:
геологическое образование
пласт
распределение минерального компонента
нелинейная регрессия
модель
geological formation
stratum
distribution of mineral component
nonlinear regression
model
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References:
- Антонов В. А. Оценка адекватности регрессионной модели по погрешности экспериментальных измерений // Альманах современной науки и образования. Тамбов: Грамота, 2014. № 11 (89). C. 27-32.
- Антонов В. А. Построение и оптимизация моделей нелинейной функционально-факторной регрессии // Информационные технологии. 2013. № 5. С. 17-24.
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