On the (non)existence of best low-rank approximations of generic IxJx2 arraysStegeman, A., 2016, (Accepted/In press) In : Linear Algebra and Its Applications.
Research output: Contribution to journal › Article › Academic › peer-review
Several conjectures and partial proofs have been formulated on the (non)existence of a best low-rank approximation of real-valued IxJx2 arrays. We analyze this problem using the Generalized Schur Decomposition and prove (non)existence of a best rank-R approximation for generic IxJx2 arrays, for all values of I,J,R. Moreover, for cases where a best rank-R approximation exists on a set of positive volume only, we provide easy-to-check necessary and sufficient conditions for the existence of a best rank-R approximation.
|Journal||Linear Algebra and Its Applications|
|Publication status||Accepted/In press - 2016|