Model Reduction of Parametrized Systems (Hardcover, 1st ed. 2017)

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).

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	MS&A, 17
Release date:	September 2017
First published:	2017
Editors:	Peter Benner • Mario Ohlberger • Anthony Patera • Gianluigi Rozza • Karsten Urban
Dimensions:	235 x 155 x 36mm (L x W x T)
Format:	Hardcover
Pages:	504
Edition:	1st ed. 2017
ISBN-13:	978-3-319-58785-1
Categories:	Books > Science & Mathematics > Mathematics > Numerical analysis Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Differential equations Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Professional & Technical > Mechanical engineering & materials > Materials science > Mechanics of solids > General Promotions
LSN:	3-319-58785-4
Barcode:	9783319587851

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