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JOURNALS // Problemy Fiziki, Matematiki i Tekhniki (Problems of Physics, Mathematics and Technics) // Archive

PFMT, 2019 Issue 4(41), Pages 83–91 (Mi pfmt684)

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.

UDC: 519.25

Received: 14.10.2019



© Steklov Math. Inst. of RAS, 2024