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Item Details
Title: MODEL REDUCTION OF PARAMETRIZED SYSTEMS
By: Peter Benner (Editor), Mario Ohlberger (Editor), Anthony Patera (Editor)
Format: Hardback

List price: £109.99


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ISBN 10: 3319587854
ISBN 13: 9783319587851
Publisher: SPRINGER INTERNATIONAL PUBLISHING AG
Pub. date: 9 August, 2017
Edition: 1st ed. 2017
Series: MS&A 17
Pages: 504
Synopsis: 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 effort, 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).
Illustrations: 30 Tables, color; XII, 504 p.
Publication: Switzerland
Imprint: Springer International Publishing AG
Returns: Returnable
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