A method is given for solving an optimal H2 approximation problem for SISO linear time-invariant stable systems. The method, based on constructive algebra, guarantees that the global optimum is found; it does not involve any gradient-based search, and hence avoids the usual problems of local minima. We examine mostly the case when the model order is reduced by one, and when the original system has distinct poles. This case exhibits special structure which allows us to provide a complete solution. The problem is converted into linear algebra by exhibiting a finite-dimensional basis for a certain space, and can then be solved by eigenvalue calculations, following the methods developed by Stetter and Moeller. The use of Buchberger's algorithm ...
This thesis mainly discusses three research questions. Firstly, the optimal H2 model reduction probl...
The paper presents a polynomial solution to the standard H,-optimal control problem. Based on two po...
In this paper we propose two smooth optimization methods, one that can stabilize a system, and the o...
We present an algebraic method to compute a globally optimal H2 approximation of order N-3 to a give...
The problem of finding the global minimum of a multivariate polynomial can be approached by the matr...
In this paper, we investigate a time-limited $H_2$-model order reduction method for linear dynamical...
Abstract. The optimal H2 model reduction problem is of great importance in the area of dynamical sys...
The optimal projection approach to solving the H2 reduced order model problem produces two coupled, ...
The long-standing open problem about whether the number of critical points in the H2 SISO real model...
A branch and bound algorithm is proposed to solve the H2-norm model reduction problem for continuous...
This paper presents a new method for generating a reduced-order model of a linear time-invariant SIS...
A polynomial matrix solution to the H2 output feedback optimal control problems is obtained for syst...
Physical structures and processes are modeled by dynamical systems in a wide range of application ar...
The problem of computing the solutions of a system of multivariate polynomial equations can be appro...
The problem of finding the global minimum of a so-called Minkowski-norm dominated polynomial can be ...
This thesis mainly discusses three research questions. Firstly, the optimal H2 model reduction probl...
The paper presents a polynomial solution to the standard H,-optimal control problem. Based on two po...
In this paper we propose two smooth optimization methods, one that can stabilize a system, and the o...
We present an algebraic method to compute a globally optimal H2 approximation of order N-3 to a give...
The problem of finding the global minimum of a multivariate polynomial can be approached by the matr...
In this paper, we investigate a time-limited $H_2$-model order reduction method for linear dynamical...
Abstract. The optimal H2 model reduction problem is of great importance in the area of dynamical sys...
The optimal projection approach to solving the H2 reduced order model problem produces two coupled, ...
The long-standing open problem about whether the number of critical points in the H2 SISO real model...
A branch and bound algorithm is proposed to solve the H2-norm model reduction problem for continuous...
This paper presents a new method for generating a reduced-order model of a linear time-invariant SIS...
A polynomial matrix solution to the H2 output feedback optimal control problems is obtained for syst...
Physical structures and processes are modeled by dynamical systems in a wide range of application ar...
The problem of computing the solutions of a system of multivariate polynomial equations can be appro...
The problem of finding the global minimum of a so-called Minkowski-norm dominated polynomial can be ...
This thesis mainly discusses three research questions. Firstly, the optimal H2 model reduction probl...
The paper presents a polynomial solution to the standard H,-optimal control problem. Based on two po...
In this paper we propose two smooth optimization methods, one that can stabilize a system, and the o...