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On the choice of an optimal interpolation point in Krylov-based order reduction

In this paper, the well-known problem of finding a suitable interpolation point in order reduction via moment matching by Krylov subspaces is investigated. By using the equivalence property of moment matching and Laguerre-based order reduction, the problem is reformulated as finding the best choice...

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Main Authors: Salimbahrami, B., Eid, R., Lohmann, B.
Format: Conference Proceeding
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Eid, R.
Lohmann, B.
description In this paper, the well-known problem of finding a suitable interpolation point in order reduction via moment matching by Krylov subspaces is investigated. By using the equivalence property of moment matching and Laguerre-based order reduction, the problem is reformulated as finding the best choice for the free parameter ¿ in the Laguerre basis. Minimizing appropriate cost functions with very few iterations is the key point toward finding this best interpolation point.
doi_str_mv 10.1109/CDC.2008.4739219
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subjects Cost function
Frequency domain analysis
Interpolation
Iterative algorithms
Large-scale systems
Optimal control
Reduced order systems
Signal processing algorithms
Systems engineering and theory
Time domain analysis
title On the choice of an optimal interpolation point in Krylov-based order reduction
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