Frequency Limited H2\mathcal{H}_2 Optimal Model Reduction of Large-Scale Sparse Dynamical Systems

preprint2021arXivOpen access

Abstract

We mainly consider the frequency limited H2\mathcal{H}_2 optimal model order reduction of large-scale sparse generalized systems. For this purpose we need to solve two Sylvester equations. This paper proposes efficient algorithm to solve them efficiently. The ideas are also generalized to index-1 descriptor systems. Numerical experiments are carried out using Python Programming Language and the results are presented to demonstrate the approximation accuracy and computational efficiency of the proposed techniques.

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