Model Order Reduction: Theory, Research Aspects and Applications

Model Order Reduction: Theory, Research Aspects and Applications

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The idea for this book originated during the workshop a€œModel order reduction, coupled problems and optimizationa€ held at the Lorentz Center in Leiden from S- tember 19a€“23, 2005. During one of the discussion sessions, it became clear that a book describing the state of the art in model order reduction, starting from the very basics and containing an overview of all relevant techniques, would be of great use for students, young researchers starting in the ?eld, and experienced researchers. The observation that most of the theory on model order reduction is scattered over many good papers, making it dif?cult to ?nd a good starting point, was supported by most of the participants. Moreover, most of the speakers at the workshop were willing to contribute to the book that is now in front of you. The goal of this book, as de?ned during the discussion sessions at the workshop, is three-fold: ?rst, it should describe the basics of model order reduction. Second, both general and more specialized model order reduction techniques for linear and nonlinear systems should be covered, including the use of several related numerical techniques. Third, the use of model order reduction techniques in practical appli- tions and current research aspects should be discussed. We have organized the book according to these goals. In Part I, the rationale behind model order reduction is explained, and an overview of the most common methods is described.Reduced-order modeling techniques based on Krylov subspaces and their use in circuit simulation. ... In P. Benner, V. Mehrmann, and D. C. Sorensen, editors, Dimension Reduction of Large-Scale Systems, Lecture Notes in Computational Science and ... Available online at Iƒfreund/reprints. html.

Title:Model Order Reduction: Theory, Research Aspects and Applications
Author:Wilhelmus H. Schilders, Henk A. van der Vorst, Joost Rommes
Publisher:Springer Science & Business Media - 2008-08-27


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