Second-order model reduction based on Gramians (Q446444)
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scientific article; zbMATH DE number 6078147
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Second-order model reduction based on Gramians |
scientific article; zbMATH DE number 6078147 |
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Second-order model reduction based on Gramians (English)
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6 September 2012
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Summary: Some new and simple Gramian-based model order reduction algorithms are presented on second-order linear dynamical systems, namely, SVD methods. Compared to existing Gramian-based algorithms, that is, balanced truncation methods, they are competitive and more favorable for large-scale systems. Numerical examples show the validity of the algorithms. Error bounds on error systems are discussed. Some observations are given on structures of Gramians of second order linear systems.
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Gramian-based model order reduction algorithms
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second-order linear dynamical systems
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balanced truncation methods
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large-scale systems
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