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An output error bound for time-limited balanced truncation.

Authors :
Redmann, Martin
Kürschner, Patrick
Source :
Systems & Control Letters. Nov2018, Vol. 121, p1-6. 6p.
Publication Year :
2018

Abstract

Abstract When solving partial differential equations numerically, usually a high order spatial discretization is needed. Model order reduction (MOR) techniques are often used to reduce the order of spatially-discretized systems and hence reduce computational complexity. A particular MOR technique to obtain a reduced order model (ROM) is balanced truncation (BT). However, if one aims at finding a good ROM on a certain finite time interval only, time-limited BT (TLBT) can be a more accurate alternative. So far, no error bound on TLBT has been proved. In this paper, we close this gap in the theory by providing an output error bound for TLBT with two different representations. The performance of the error bound is then shown in several numerical experiments. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01676911
Volume :
121
Database :
Academic Search Index
Journal :
Systems & Control Letters
Publication Type :
Academic Journal
Accession number :
132606012
Full Text :
https://doi.org/10.1016/j.sysconle.2018.08.004