Title :
H2 model reduction using an algebraic approach
Author_Institution :
Inst. of Sci. & Technol., Niigata Univ., Niigata, Japan
Abstract :
This paper proposes a solution approach to the H2 model reduction problem based on an algebraic method called Gröbner bases. In the proposed approach, a necessary optimality condition is reduced to a set of algebraic equations in terms of the coefficients of the characteristic polynomial of the approximant and an axillary polynomial. Then, all the solutions yielding candidate approximants are computed by means of Gröbner bases, and the optimal approximant which is a real stable system minimizing the H2 error is chosen from all the candidates. Numerical examples are given to demonstrate the suggested approach.
Keywords :
H∞ control; linear systems; polynomial approximation; reduced order systems; Grobner basis; H2 model reduction; algebraic equation; approximant polynomial; axillary polynomial; linear dynamical system; optimal approximant; Approximation methods; Linear systems; Mathematical model; Polynomials; Reduced order systems; Shape; Gröbner bases; H2-norm; linear dynamical systems;
Conference_Titel :
SICE Annual Conference 2010, Proceedings of
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7642-8