Model order reduction for linear and nonlinear systems: a system-theoretic perspective

U Baur, P Benner, L Feng - Archives of Computational Methods in …, 2014 - Springer
In the past decades, Model Order Reduction (MOR) has demonstrated its robustness and
wide applicability for simulating large-scale mathematical models in engineering and the …

[PDF][PDF] Approximation of large-scale dynamical systems: An overview

AC Antoulas, DC Sorensen - International Journal of Applied …, 2001 - bibliotekanauki.pl
In this paper we review the state of affairs in the area of approximation of large-scale
systems. We distinguish three basic categories, namely the {SVD}-based, the {Krylov}-based …

The padé approximant

GA Baker Jr, JL Gammel - Journal of Mathematical Analysis and …, 1961 - Elsevier
We present a method in which the Padé approximant is used to calculate the asymptotic
behavior of a function from the first few terms of its power series. We illustrate this method by …

[图书][B] Approximation of large-scale dynamical systems

AC Antoulas - 2005 - SIAM
In today's technological world, physical and artificial processes are mainly described by
mathematical models, which can be used for simulation or control. These processes are …

[图书][B] Krylov subspace methods: principles and analysis

J Liesen, Z Strakos - 2013 - books.google.com
The mathematical theory of Krylov subspace methods with a focus on solving systems of
linear algebraic equations is given a detailed treatment in this principles-based book …

[图书][B] Krylov projection methods for model reduction

EJ Grimme - 1997 - search.proquest.com
This dissertation focuses on efficiently forming reduced-order models for large, linear
dynamic systems. Projections onto unions of Krylov subspaces lead to a class of reduced …

Krylov subspace techniques for reduced-order modeling of large-scale dynamical systems

Z Bai - Applied numerical mathematics, 2002 - Elsevier
In recent years, a great deal of attention has been devoted to Krylov subspace techniques
for reduced-order modeling of large-scale dynamical systems. The surge of interest was …

[PDF][PDF] A survey of model reduction methods for large-scale systems

AC Antoulas, DC Sorensen… - Contemporary …, 2001 - people.cs.vt.edu
An overview of model reduction methods and a comparison of the resulting algorithms is
presented. These approaches are divided into two broad categories, namely SVD based …

Iterative solution of linear systems

RW Freund, GH Golub, NM Nachtigal - Acta numerica, 1992 - cambridge.org
Iterative solution of linear systems Page 1 Ada Numerica (1991), pp. 57-100 Iterative solution of
linear systems Roland W. Preund * RIACS, Mail Stop Ellis Street NASA Ames Research Center …

Linear stochastic systems

A Lindquist, G Picci - Series in Contemporary Mathematics, 2015 - Springer
This book is intended to be a treatise on the theory and modeling of secondorder stationary
processes with an exposition of some application areas which we believe are important in …