Modeling in the Class of Systems of Regression Equations by the Group Method of Data Handling

被引：1

作者：

Sarychev, A. P. ^{[1
,2
]}

机构：

[1] Natl Acad Sci Ukraine, Inst Tech Mech, Kiev, Ukraine

[2] State Space Agcy Ukraine, Dnepropetrovsk, Ukraine

来源：

JOURNAL OF AUTOMATION AND INFORMATION SCIENCES | 2013年 / 45卷 / 03期

关键词：

system criterion of regularity; partition of observation samplings; training and testing subsamplings; modeling; existence of optimal set of regressors; condition of reduction; optimal set of regression equations; parameters of the system; sampling size;

D O I：

10.1615/JAutomatInfScien.v45.i3.20

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We proposed and investigate system criterion of regularity with partition of observation samplings into training and testing subsamplings for modeling in the class of systems of regression equations. Existence of optimal set of regressors is proved. We derive the condition of reduction of the optimal set of regression equations, which depends on parameters of the system of regression equations and sampling size.

引用

页码：4 / 22

页数：19

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