L2 and L2 - L model reduction via linear matrix inequalities

Author:
  • KGKarolos M. Grigoriadis
    Karolos M. Grigoriadis
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Abstract
Necessary and sufficient conditions are derived for the existance of a solution to the continuous-time and discrete-time suboptimal L2 and L2 - L model reduction problems. These conditions are expressed in terms of linear matrix inequalities (LMIs) and a coupling non-convex rank constraint. In addition, explicit parametrizations of all reduced-order models that correspond to a feasible solution are presented in terms of contractive matrices.