A survey of projection-based model reduction methods for parametric dynamical systems
Numerical simulation of large-scale dynamical systems plays a fundamental role in studying
a wide range of complex physical phenomena; however, the inherent large-scale nature of …
a wide range of complex physical phenomena; however, the inherent large-scale nature of …
Numerical solution of large and sparse continuous time algebraic matrix Riccati and Lyapunov equations: a state of the art survey
Efficient numerical algorithms for the solution of large and sparse matrix Riccati and
Lyapunov equations based on the low rank alternating directions implicit (ADI) iteration have …
Lyapunov equations based on the low rank alternating directions implicit (ADI) iteration have …
Computational methods for linear matrix equations
V Simoncini - siam REVIEW, 2016 - SIAM
Given the square matrices A,B,D,E and the matrix C of conforming dimensions, we consider
the linear matrix equation A\mathbfXE+D\mathbfXB=C in the unknown matrix \mathbfX. Our …
the linear matrix equation A\mathbfXE+D\mathbfXB=C in the unknown matrix \mathbfX. Our …
Two-sided projection methods for nonlinear model order reduction
In this paper, we investigate a recently introduced approach for nonlinear model order
reduction based on generalized moment matching. Using basic tensor calculus, we propose …
reduction based on generalized moment matching. Using basic tensor calculus, we propose …
[BOOK][B] Model order reduction for differential-algebraic equations: a survey
In this paper, we discuss the model order reduction problem for descriptor systems, that is,
systems with dynamics described by differential-algebraic equations. We focus on linear …
systems with dynamics described by differential-algebraic equations. We focus on linear …
Closed-form solution of non-symmetric algebraic Riccati matrix equation
In this work we obtain closed-form expression for the solution of non-symmetric algebraic
Riccati equation (NARE), A X+ X B+ XCX= D, A, B, C, D∈ ℂ n× n, under some conditions on …
Riccati equation (NARE), A X+ X B+ XCX= D, A, B, C, D∈ ℂ n× n, under some conditions on …
[PDF][PDF] Self-generating and efficient shift parameters in ADI methods for large Lyapunov and Sylvester equations
Low-rank versions of the alternating direction implicit (ADI) iteration are popular and well
established methods for the numerical solution of large-scale Sylvester and Lyapunov …
established methods for the numerical solution of large-scale Sylvester and Lyapunov …
Riccati-based boundary feedback stabilization of incompressible Navier--Stokes flows
In this article a boundary feedback stabilization approach for incompressible Navier--Stokes
flows is studied. One of the main difficulties encountered is the fact that after space …
flows is studied. One of the main difficulties encountered is the fact that after space …
An improved numerical method for balanced truncation for symmetric second-order systems
We consider balanced truncation model order reduction for symmetric second-order
systems. The occurring large-scale generalized and structured Lyapunov equations are …
systems. The occurring large-scale generalized and structured Lyapunov equations are …
[HTML][HTML] On the benefits of the LDLT factorization for large-scale differential matrix equation solvers
We propose efficient algorithms for solving large-scale matrix differential equations. In
particular, we deal with the differential Riccati equations (DRE) and state the applicability to …
particular, we deal with the differential Riccati equations (DRE) and state the applicability to …