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Upravlenie Bol'shimi Sistemami, 2010, Issue 30, Pages 79–88
(Mi ubs400)
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Mathematical Control Theory
Complex control objects identification on the base of piecewise approximation method
J. A. Dorofeyuk Institute of Control Sciences of RAS, Moscow
Abstract:
The problem of complex object functioning model development is solved with the aid of algorithms of structure-ranging analysis and piecewise approximation. Two approaches to the solution are considered – the first employs iterative algorithms which implement variational approach to piecewise approximation, while the second uses two-phase algorithms where the processes of input parameter space structuring and local regression model development are separated.
Keywords:
ranging data analysis, structure identification, piecewise approximation of complex dependence, Fisher–Chow statistic.
Citation:
J. A. Dorofeyuk, “Complex control objects identification on the base of piecewise approximation method”, UBS, 30 (2010), 79–88
Linking options:
https://www.mathnet.ru/eng/ubs400 https://www.mathnet.ru/eng/ubs/v30/p79
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