Abstract: The study of methods that involve rational interpolation is of interest. We provide an overview of the Loewner framework which is interpolatory ...
The approach involves truncated solution of two complex matrix equations to identify a good choice for the basis matrices V and W . Another approach is the ...
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The goal is an efficient and methodical strategy that yields lower dimensional dynamical systems which have response characteristics close to those of the ...
Generalization of the Loewner framework to nonlinear systems. Summary and References. 37 / 40. Page 38. Model reduction from data, measured or computed: Summary.
Aug 6, 2024 · Model reduction of linear and nonlinear systems in the Loewner framework: A summary. I. V. Gosea, A. Antoulas. 2015, European Control ...
Ion Victor Gosea, Athanasios C. Antoulas: Model reduction of linear and nonlinear systems in the Loewner framework: A summary. ECC 2015: 345-349.
The purpose of this chapter is to present the fundamentals of the Loewner framework for data-driven reduction of linear systems.
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Model reduction of linear and nonlinear systems in the Loewner framework: A summary IV Gosea, AC Antoulas Control Conference (ECC), 2015 European, 345-349, 2015 ...
We introduce a novel method of model reduction for nonlinear systems by extending the Loewner framework developed for linear time-invariant (LTI) systems.
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The Loewner framework for model reduction is extended to the class of linear switched systems. One advantage of this framework is that it introduces a trade-off ...
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