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Avtomatika i Telemekhanika, 2010, Issue 12, Pages 86–110
(Mi at1118)
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This article is cited in 1 scientific paper (total in 1 paper)
Adaptive and Robust Systems
Anisotropic $\epsilon$-optimal model reduction for linear discrete time-invariant system
M. M. Tchaikovsky Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, Russia
Abstract:
We consider an $\epsilon$-optimal model reduction problem for a linear discrete time-invariant system, where the anisotropic norm of reduction error transfer function is used as a performance criterion. For solving the main problem, we state and solve an auxiliary problem of $\mathcal H_2$ $\epsilon$-optimal reduction of a weighted linear discrete time system. A sufficient optimality condition defining a solution to the anisotropic $\epsilon$-optimal model reduction problem has the form of a system of cross-coupled nonlinear matrix algebraic equations including a Riccati equation, four Lyapunov equations, and five special-type nonlinear equations. The proposed approach to solving the problem ensures stability of the reduced model without any additional technical assumptions. The reduced-order model approximates the steady-state behavior of the full-order system.
Citation:
M. M. Tchaikovsky, “Anisotropic $\epsilon$-optimal model reduction for linear discrete time-invariant system”, Avtomat. i Telemekh., 2010, no. 12, 86–110; Autom. Remote Control, 71:12 (2010), 2573–2594
Linking options:
https://www.mathnet.ru/eng/at1118 https://www.mathnet.ru/eng/at/y2010/i12/p86
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