Sarychev O. Statistical Methods of Modeling of Multivariate Linear Systems in Conditions of Structural Uncertainty

Українська версія

Thesis for the degree of Doctor of Science (DSc)

State registration number

0509U000681

Applicant for

Specialization

  • 01.05.02 - Математичне моделювання та обчислювальні методи

21-10-2009

Specialized Academic Board

Д 08.084.01

National Metallurgical Academy Of Ukraine

Essay

Object is multivariate structurally and parametrically uncertain technical systems. The purpose is development and perfection of statistical methods of construction of multivariate mathematical models of technical systems in conditions of structural and parametrical uncertainty. Methods are the multivariate statistical analysis, the theory of matrixes, the regression analysis, the discriminant analysis, the method of the group account of arguments. Results are new statistical methods of parametrical identification and new criteria GMDH of structural identification which in aggregate solve a problem of improvement of quality of forecasting of conditions of technical systems in conditions of structural and parametrical uncertainty.

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