Model Reduction of Parametrized Systems

Benner P, Ohlberger M, Patera A, Rozza G, Urban K

Fachbuch (Herausgegebenes Buch) | Peer reviewed

Zusammenfassung

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).

Details zur Publikation

VerlagSpringer International Publishing
ErscheinungsortCham
Auflage1.
Titel der ReiheMS&A (ISSN: 2037-5255)
Nr. in Reihe17
StatusVeröffentlicht
Veröffentlichungsjahr2017
Sprache, in der die Publikation verfasst istEnglisch
ISBN978-3-319-58785-1
DOI: 10.1007/978-3-319-58786-8

Herausgeber*innen der Universität Münster

Ohlberger, Mario
Professur für Angewandte Mathematik, insbesondere Numerik (Prof. Ohlberger)
Center for Nonlinear Science (CeNoS)
Center for Multiscale Theory and Computation (CMTC)