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arxiv: 1201.2592 · v2 · pith:GRXPD5COnew · submitted 2012-01-12 · 🧮 math.NA · cs.NA· cs.SY· eess.SY· math.DS· math.OC

Interpolatory Weighted-H2 Model Reduction

classification 🧮 math.NA cs.NAcs.SYeess.SYmath.DSmath.OC
keywords modelweighted-h2reductioninterpolatorynormprovidesrepresentationalgorithm
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This paper introduces an interpolation framework for the weighted-H2 model reduction problem. We obtain a new representation of the weighted-H2 norm of SISO systems that provides new interpolatory first order necessary conditions for an optimal reduced-order model. The H2 norm representation also provides an error expression that motivates a new weighted-H2 model reduction algorithm. Several numerical examples illustrate the effectiveness of the proposed approach.

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