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Model reduction of parametrized systems

Benner, Peter.

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Model reduction of parametrized systems

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Model reduction of parametrized systems/ edited by Peter Benner ... [et al.].
其他作者:	Benner, Peter.
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xii, 504 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Mathematical models. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-58786-8
ISBN:	9783319587868

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.17..

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

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

522882
Mathematical models.

LC Class. No.: QA401 / .M634 2017

Dewey Class. No.: 511.34

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