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 …

[KSIĄŻKA][B] Robust control design with MATLAB®

DW Gu, P Petkov, MM Konstantinov - 2005 - books.google.com
Robustness is often of crucial importance in control system design. Real engineering
systems are vulnerable to external disturbance and measurement noise and there are …

Dynamic model reduction: An overview of available techniques with application to power systems

SD Đukić, AT Sarić - Serbian journal of electrical engineering, 2012 - doiserbia.nb.rs
This paper summarises the model reduction techniques used for the reduction of large-scale
linear and nonlinear dynamic models, described by the differential and algebraic equations …

[KSIĄŻKA][B] Lecture notes in computational science and engineering

TJ Barth, M Griebel, DE Keyes, RM Nieminen, D Roose… - 2005 - Springer
The FEniCS Project set out in 2003 with an idea to automate the solution of mathematical
models based on differential equations. Initially, the FEniCS Project consisted of two …

A cyclic low-rank Smith method for large sparse Lyapunov equations

T Penzl - SIAM Journal on Scientific Computing, 1999 - SIAM
In this paper we present the cyclic low-rank Smith method, which is an iterative method for
the computation of low-rank approximations to the solution of large, sparse, stable Lyapunov …

Low rank solution of Lyapunov equations

JR Li, J White - SIAM Journal on Matrix Analysis and Applications, 2002 - SIAM
This paper presents the Cholesky factor--alternating direction implicit (CF--ADI) algorithm,
which generates a low rank approximation to the solution X of the Lyapunov equation AX+ …

Lyapunov equations, energy functionals, and model order reduction of bilinear and stochastic systems

P Benner, T Damm - SIAM journal on control and optimization, 2011 - SIAM
We discuss the relation of a certain type of generalized Lyapunov equations to Gramians of
stochastic and bilinear systems together with the corresponding energy functionals. While …

Balanced truncation model reduction for large-scale systems in descriptor form

V Mehrmann, T Stykel - Dimension Reduction of Large-Scale Systems …, 2005 - Springer
In this paper we give a survey on balanced truncation model order reduction for linear time-
invariant continuous-time systems in descriptor form. We first give a brief overview of the …

Balancing free square-root algorithm for computing singular perturbation approximations

A Varga - [1991] Proceedings of the 30th IEEE Conference on …, 1991 - ieeexplore.ieee.org
The author proposes a novel algorithm with enhanced numerical robustness for computing
singular perturbation approximations of linear, continuous or discrete systems. This …

Algorithms for model reduction of large dynamical systems

T Penzl - Linear algebra and its applications, 2006 - Elsevier
Three algorithms for the model reduction of large-scale, continuous-time, time-invariant,
linear, dynamical systems with a sparse or structured transition matrix and a small number of …