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Problemy Fiziki, Matematiki i Tekhniki (Problems of Physics, Mathematics and Technics), 2019, Issue 4(41), Pages 83–91
(Mi pfmt684)
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INFORMATION SCIENCE
Scheme of evolutionary construction of regression models
N. B. Osipenko, A. N. Osipenko F. Scorina Gomel State University
Abstract:
A scheme of the evolutionary design of a model of a system of a regression type is presented. It consistently reflects the bifurcation points in the following ways: setting goal, a selective description of the conceptual representation of factors, forming factor
signs, representation of a selective descriptions, formation of class-prototypes, combining class-prototypes into chain, construction of final classification of their coverage, and developing a balancing of the process of building a regression model.
Keywords:
evolutionary modeling, classification, regression analysis, active system.
Received: 14.10.2019
Citation:
N. B. Osipenko, A. N. Osipenko, “Scheme of evolutionary construction of regression models”, PFMT, 2019, no. 4(41), 83–91
Linking options:
https://www.mathnet.ru/eng/pfmt684 https://www.mathnet.ru/eng/pfmt/y2019/i4/p83
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Statistics & downloads: |
Abstract page: | 107 | Full-text PDF : | 38 | References: | 21 |
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