Model Reduction and Approximation
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Published By Society For Industrial And Applied Mathematics

9781611974812, 9781611974829

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Part I: Sampling-Based Methods

Model Reduction and Approximation ◽

10.1137/1.9781611974829.pt1 ◽

2017 ◽

pp. 1-1 ◽

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Chapter 1: Proper Orthogonal Decomposition for Linear-Quadratic Optimal Control

Model Reduction and Approximation ◽

10.1137/1.9781611974829.ch1 ◽

2017 ◽

pp. 3-63 ◽

Author(s):

Martin Gubisch ◽

Stefan Volkwein

Keyword(s):

Optimal Control ◽

Proper Orthogonal Decomposition ◽

Orthogonal Decomposition ◽

Linear Quadratic ◽

Linear Quadratic Optimal Control ◽

Quadratic Optimal Control ◽

Proper Orthogonal

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Chapter 4: Low-Rank Methods for High-Dimensional Approximation and Model Order Reduction

Model Reduction and Approximation ◽

10.1137/1.9781611974829.ch4 ◽

2017 ◽

pp. 171-226 ◽

Author(s):

Anthony Nouy

Keyword(s):

Model Order Reduction ◽

Order Reduction ◽

Low Rank ◽

High Dimensional ◽

Model Order ◽

Dimensional Approximation

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Chapter 2: Reduced Basis Methods for Parametrized PDEs—A Tutorial Introduction for Stationary and Instationary Problems

Model Reduction and Approximation ◽

10.1137/1.9781611974829.ch2 ◽

2017 ◽

pp. 65-136 ◽

Author(s):

Bernard Haasdonk

Keyword(s):

Reduced Basis ◽

Reduced Basis Methods

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Chapter 5: Model Reduction for High-Dimensional Parametric Problems by Tensor Techniques

Model Reduction and Approximation ◽

10.1137/1.9781611974829.ch5 ◽

2017 ◽

pp. 227-257

Author(s):

Ivan Oseledets

Keyword(s):

Model Reduction ◽

High Dimensional ◽

Parametric Problems

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Chapter 7: Model Reduction by Rational Interpolation

Model Reduction and Approximation ◽

10.1137/1.9781611974829.ch7 ◽

2017 ◽

pp. 297-334 ◽

Author(s):

Christopher Beattie ◽

Serkan Gugercin

Keyword(s):

Model Reduction ◽

Rational Interpolation

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Part II: Tensor-Based Methods

Model Reduction and Approximation ◽

10.1137/1.9781611974829.pt2 ◽

2017 ◽

pp. 169-169 ◽

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Part III: System-Theoretic Methods

Model Reduction and Approximation ◽

10.1137/1.9781611974829.pt3 ◽

2017 ◽

pp. 259-259

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Back Matter

Model Reduction and Approximation ◽

10.1137/1.9781611974829.bm ◽

2017 ◽

pp. 409-412

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Front Matter

Model Reduction and Approximation ◽

10.1137/1.9781611974829.fm ◽

2017 ◽

pp. i-xx

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