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A Residual Approach for Balanced Truncation Model Reduction (BTMR) of Compartmental Systems
- 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.
- Subjects :
- model reduction
Lyapunov equation
Mathematics
QA1-939
Subjects
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