Model Reduction of Parametrized Systems

• Corporate Author: SpringerLink (Online service)
• Other Authors: Benner, Peter (Editor), Ohlberger, Mario (Editor), Patera, Anthony (Editor), Rozza, Gianluigi (Editor), Urban, Karsten (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: MS&A, Modeling, Simulation and Applications, 17
• Subjects: Mathematics.; Numerical analysis.; Partial differential equations.; Computer mathematics.; Continuum mechanics.; Computational Mathematics and Numerical Analysis.; Numeric Computing.; Mathematical and Computational Engineering.; Continuum Mechanics and Mechanics of Materials.; Partial Differential Equations.

The special volume offers a global guide to new concepts and approaches concerning the following topics: reduced basis methods, proper orthogonal decomposition, proper generalized decomposition, approximation theory related to model reduction, learning theory and compressed sensing, stochastic and h...