Model reduction via truncation: an interpolation point of view

被引:22
作者
Gallivan, K
Vandendorpe, A
Van Dooren, P
机构
[1] Catholic Univ Louvain, CESAME, B-1348 Louvain, Belgium
[2] Florida State Univ, Tallahassee, FL 32306 USA
基金
美国国家科学基金会;
关键词
model reduction; rational interpolation; modal approximation; linear time invariant system; truncation technique; embedding;
D O I
10.1016/S0024-3795(03)00648-7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we focus our attention on linear time invariant continuous time linear systems with one input and one output (SISO LTI systems). We consider the problem of constructing a reduced order system via truncation of the original system. Given a SISO strictly proper transfer function T(s) of McMillan degree N and a strictly proper SISO transfer function (T) over cap (s) of McMillan degree n < N, we prove that (T) over cap (s) can always be constructed via truncation of the system T(s). The proof is mainly based on interpolation theory, and more precisely on multipoint Pade interpolation. Moreover, new results about Krylov subspaces are developed. (C) 2003 Elsevier Inc. All rights reserved.
引用
收藏
页码:115 / 134
页数:20
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