A Semi-Tensor Product of Tensors and Applications

A Semi-Tensor Product of Tensors and Applications

Year:    2022

East Asian Journal on Applied Mathematics, Vol. 12 (2022), Iss. 3 : pp. 696–714

Abstract

A semi-tensor product of matrices is proposed as a generalization of usual matrix product in the case where the dimensions of two factor matrices do not match. The properties of the semi-tensor product of tensors and swap tensors based on the Einstein product are studied. Applications of this new tensor product in image restoration and in finite dimensional algebras are discussed.

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Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/10.4208/eajam.181120.050122

East Asian Journal on Applied Mathematics, Vol. 12 (2022), Iss. 3 : pp. 696–714

Published online:    2022-01

AMS Subject Headings:   

Copyright:    COPYRIGHT: © Global Science Press

Pages:    19

Keywords:    Semi-tensor product tensor Einstein product Kronecker product swap tensor.