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Model Order Reduction. Volume 1, System- and Data-Driven Methods and Algorithms /

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Benner, Peter (Contribuidor, Editor ), Feng, Lihong (Contribuidor), Gosea, Ion Victor (Contribuidor), Grivet-Talocia, Stefano (Contribuidor, Editor ), Haasdonk, Bernard (Contribuidor), Karachalios, Dimitrios S. (Contribuidor), Kleijnen, Jack P. C. (Contribuidor), Magdeburg, Luìs Miguel Silveira (Contribuidor), Mahdiabadi, Morteza Karamooz (Contribuidor), Quarteroni, Alfio (Contribuidor, Editor ), Rozza, Gianluigi (Contribuidor, Editor ), Santin, Gabriele (Contribuidor), Schilders, Wil (Contribuidor, Editor ), Silveira, Luis Miguel (Contribuidor), Silveira, Luís Miguel (Contribuidor, Editor ), Tiso, Paolo (Contribuidor), Triverio, Piero (Contribuidor), Zimmermann, Ralf (Contribuidor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin ; Boston : De Gruyter, [2021]
Colección:Model Order Reduction ; Volume 1
Temas:
Acceso en línea:Texto completo

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245 0 0 |a Model Order Reduction.  |n Volume 1,  |p System- and Data-Driven Methods and Algorithms /  |c ed. by Peter Benner. 
264 1 |a Berlin ;  |a Boston :  |b De Gruyter,  |c [2021] 
264 4 |c ©2021 
300 |a 1 online resource (X, 378 p.). 
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490 0 |a Model Order Reduction ;  |v Volume 1 
505 0 0 |t Frontmatter --  |t Preface to the first volume of Model Order Reduction --  |t Contents --  |t 1 Model order reduction: basic concepts and notation --  |t 2 Balancing-related model reduction methods --  |t 3 Model order reduction based on moment-matching --  |t 4 Modal methods for reduced order modeling --  |t 5 Post-processing methods for passivity enforcement --  |t 6 The Loewner framework for system identification and reduction --  |t 7 Manifold interpolation --  |t 8 Vector fitting --  |t 9 Kernel methods for surrogate modeling --  |t 10 Kriging: methods and applications --  |t Index 
520 |a An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques. 
546 |a In English. 
588 0 |a Description based on online resource; title from PDF title page (publisher's Web site, viewed 27. Okt 2021). 
590 |a De Gruyter Online  |b De Gruyter Open Access eBooks 
650 0 |a Technology. 
650 4 |a Computational physics. 
650 4 |a Computersimulation. 
650 4 |a Mathematisches Modell. 
650 4 |a Ordnungsreduktion. 
650 6 |a Technologie. 
650 7 |a MATHEMATICS / Numerical Analysis.  |2 bisacsh 
650 7 |a Technology  |2 fast 
700 1 |a Benner, Peter,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Benner, Peter,  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Feng, Lihong,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Gosea, Ion Victor,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Grivet-Talocia, Stefano,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Grivet-Talocia, Stefano,  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Haasdonk, Bernard,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Karachalios, Dimitrios S.,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Kleijnen, Jack P. C.,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Magdeburg, Luìs Miguel Silveira,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Mahdiabadi, Morteza Karamooz,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Quarteroni, Alfio,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Quarteroni, Alfio,  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Rozza, Gianluigi,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Rozza, Gianluigi,  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Santin, Gabriele,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Schilders, Wil,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Schilders, Wil,  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Silveira, Luis Miguel,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Silveira, Luís Miguel,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Silveira, Luís Miguel,  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Tiso, Paolo,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Triverio, Piero,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
700 1 |a Zimmermann, Ralf,  |e contributor.  |4 ctb  |4 https://id.loc.gov/vocabulary/relators/ctb 
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