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

Authors :
William La Cruz
Source :
William La Cruz, Bulletin of Computational Applied Mathematics, Vol 2, Iss 1, Pp 7-23 (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

Database :
OpenAIRE
Journal :
William La Cruz, Bulletin of Computational Applied Mathematics, Vol 2, Iss 1, Pp 7-23 (2014)
Accession number :
edsair.dedup.wf.001..f24aebda3e9d7a1857eb88b1e6e52b72