Construction and Study a Regression Model of Construction Accuracy of Dynamic Characteristics of Magnetization

Abstract

The purpose of the research is to build a regression model of the approximation error dynamic characteristic of magnetization, where we take the maximum total error as the dependent variable, the degree of the polynomial and the number of points as independent. This model will optimize, in terms of accuracy, the choice of the number of points of the dynamic characteristic of magnetization and the degree of approximating polynomial. This model was obtained using the software Statistica, which allows for factor experiments to obtain and further analyze the regression models of synergetic systems. Synergetic systems are complex open non-equilibrium self-organizing systems that are capable of responding to external influence by self-organizing structures.