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LMIs in Control/Minimum-Rank Solutions of Linear Matrix Equations
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The information in this chapter is referenced from: "Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization" by Benjamin Recht, Maryam Fazel, and Pablo A. Parrilo, published in SIAM Review 2010, Volume 52, Issue 3, pages 471-501. http://web.mit.edu/parrilo/www/pubs/files/RechtFazelParrilo-GuaranteedMinimumRankSolutionsOfLinearMatrixEquationsViaNuclearNormMinimization-SIAM.pdf Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization 2019-11-08
Contents
/Rank minimization problem: general form/
/Minimum-Order Linear System Realization via minimizing the rank of the Hankel matrix/
/Low-Rank Matrix Completion/
/Low-Dimensional Euclidean Embedding Problem /
/Nuclear Norm Minimization/
/Nuclear Norm Minimization/
/Low-Rank Parametrization/