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Computation of outer inverse of tensors based on t-product

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arxiv 2311.17507 v1 pith:E3OKQDYB submitted 2023-11-29 math.NA cs.NA

Computation of outer inverse of tensors based on $t$-product

classification math.NA cs.NA
keywords inverseoutertensorsinversescomputingproductrangetensor
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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abstract

Tensor operations play an essential role in various fields of science and engineering, including multiway data analysis. In this study, we establish a few basic properties of the range and null space of a tensor using block circulant matrices and the discrete Fourier matrix. We then discuss the outer inverse of tensors based on $t$-product with a prescribed range and kernel of third-order tensors. We address the relation of this outer inverse with other generalized inverses, such as the Moore-Penrose inverse, group inverse, and Drazin inverse. In addition, we present a few algorithms for computing the outer inverses of the tensors. In particular, a $t$-QR decomposition based algorithm is developed for computing the outer inverses.

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