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Model reduction of parametrized systems

Benner, Peter.

Model reduction of parametrized systems

Record Type:	Electronic resources : Monograph/item
Title/Author:	Model reduction of parametrized systemsedited by Peter Benner ... [et al.].
other author:	Benner, Peter.
Published:	Cham :Springer International Publishing :2017.
Description:	xii, 504 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Mathematical models.
Online resource:	http://dx.doi.org/10.1007/978-3-319-58786-8
ISBN:	9783319587868$q(electronic bk.)

Model reduction of parametrized systems
Model reduction of parametrized systems[electronic resource] /edited by Peter Benner ... [et al.]. - Cham :Springer International Publishing :2017. - xii, 504 p. :ill., digital ;24 cm. - MS&A, modeling, simulation and applications,v.172037-5255 ;. - MS&A, modeling, simulation and applications ;v.12..

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 high-dimensional problems, system-theoretic methods, nonlinear model reduction, reduction of coupled problems/multiphysics, optimization and optimal control, state estimation and control, reduced order models and domain decomposition methods, Krylov-subspace and interpolatory methods, and applications to real industrial and complex problems. The book represents the state of the art in the development of reduced order methods. It contains contributions from internationally respected experts, guaranteeing a wide range of expertise and topics. Further, it reflects an important effor t, carried out over the last 12 years, to build a growing research community in this field. Though not a textbook, some of the chapters can be used as reference materials or lecture notes for classes and tutorials (doctoral schools, master classes)

ISBN: 9783319587868$q(electronic bk.)

Standard No.: 10.1007/978-3-319-58786-8doiSubjects--Topical Terms:

182479
Mathematical models.

LC Class. No.: QA401 / .M634 2017

Dewey Class. No.: 511.34

Model reduction of parametrized systems
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520 $a 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 high-dimensional problems, system-theoretic methods, nonlinear model reduction, reduction of coupled problems/multiphysics, optimization and optimal control, state estimation and control, reduced order models and domain decomposition methods, Krylov-subspace and interpolatory methods, and applications to real industrial and complex problems. The book represents the state of the art in the development of reduced order methods. It contains contributions from internationally respected experts, guaranteeing a wide range of expertise and topics. Further, it reflects an important effor t, carried out over the last 12 years, to build a growing research community in this field. Though not a textbook, some of the chapters can be used as reference materials or lecture notes for classes and tutorials (doctoral schools, master classes)
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