Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
The affine rank minimization problem consists of finding a matrix of minimum rank that satisfies a given system of linear equality constraints. Such problems have appeared in the literature of a diverse set of fields including system identification and control, Euclidean embedding, and collaborative...
Main Authors: | , , |
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Other Authors: | |
Format: | Article |
Language: | en_US |
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Society of Industrial and Applied Mathematics (SIAM)
2011
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Online Access: | http://hdl.handle.net/1721.1/60575 https://orcid.org/0000-0003-1132-8477 |