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A Residual Approach for Balanced Truncation Model Reduction (BTMR) of Compartmental Systems

Authors :
William La Cruz
Source :
Bulletin of Computational Applied Mathematics, Vol 2, Iss 1, Pp 7-23 (2014)
Publication Year :
2014
Publisher :
Universidad Simón Bolívar, 2014.

Abstract

This paper presents a residual approach of the square root balanced truncation algorithm for model order reduction of continuous, linear and time-invariante compartmental systems. Specifically, the new approach uses a residual method to approximate the controllability and observability gramians, whose resolution is an essential step of the square root balanced truncation algorithm, that requires a great computational cost. Numerical experiences are included to highlight the efficacy of the proposed approach.

Details

Language :
English
ISSN :
22448659
Volume :
2
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Bulletin of Computational Applied Mathematics
Publication Type :
Academic Journal
Accession number :
edsdoj.5935c2dafc9249f5ab708947a340b604
Document Type :
article