Open AccessIN INTERPOLATING THE VALUES OF FUNCTIONS SPECIFIED BY THE TABLE EFFECTIVENESS OF THE LEAST SQUARES METHOD
Author(s) -
М.Е. Eskaliyev,
А.А. Masimgazieva,
N.A. Nurgali
Publication year - 2020
Publication title -
habaršy. fizika-matematika seriâsy
Language(s) - English
Resource type - Journals
ISSN - 1728-7901
DOI - 10.51889/2020-1.1728-7901.11
Subject(s) - range (aeronautics) , interpolation (computer graphics) , ordinary least squares , table (database) , least squares function approximation , function (biology) , scope (computer science) , mathematics , explained sum of squares , matrix (chemical analysis) , computer science , algorithm , statistics , data mining , animation , materials science , computer graphics (images) , estimator , evolutionary biology , biology , composite material , programming language
The article provides a general algorithm of the method of least squares (OLS) for the compilation of a program account, taking into account the features of the Gram matrix. In fact, the difference and advantage of the OLS from the long-known Langrange and Newton interpolation polynomials is emphasized. Using the general MNC algorithm, the square version of the MNC is considered. The characteristic of the full algorithm of the square version is given using special selected mathematical formulas. The scope of OLS in household and practical computational problems is indicated. The application of the least squares method has a wide range, especially for geographical forecasts, hydrometeorological control, and dosage of geological resources. Therefore, for applied calculations, DVI is used for more accurate calculation of approximate values of functions that are suitable in some values and are presented in the form of tables. Its main idea is to create a function and correct deviations caused by errors made during measurement.