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Interpolatory Weighted-H2 Model Reduction (1201.2592v2)
Published 12 Jan 2012 in math.NA, cs.SY, math.DS, and math.OC
Abstract: 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.