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Approximation of Large-Scale Dynamical Systems || 12. SVD—Krylov Methods

✍ Scribed by Antoulas, Athanasios C.


Book ID
121269731
Publisher
Society for Industrial and Applied Mathematics
Year
2005
Weight
246 KB
Category
Article
ISBN
0898718716

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✍ Serkan Gugercin 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 292 KB

In this paper, we propose a model reduction algorithm for approximation of large-scale linear timeinvariant dynamical systems. The method is a two-sided projection combining features of the singular value decomposition (SVD)-based and the Krylov-based model reduction techniques. While the SVD-side o