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A Semi-Tensor Product of Tensors and Applications
Liu, Wei Hui1; Xie, Ze Jia2; Jin, Xiao Qing1
2022-08
Source PublicationEast Asian Journal on Applied Mathematics
ISSN2079-7362
Volume12Issue:3Pages: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.

KeywordEinstein Product Kronecker Product Semi-tensor Product Swap Tensor Tensor
DOI10.4208/EAJAM.181120.050122
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaMathematics
WOS SubjectMathematics, Applied
WOS IDWOS:000785872700012
Scopus ID2-s2.0-85129679703
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Document TypeJournal article
CollectionDEPARTMENT OF MATHEMATICS
Corresponding AuthorXie, Ze Jia
Affiliation1.Department of Mathematics, University of Macau, Macao
2.Department of Mathematics, Shantou University, Shantou, China
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Liu, Wei Hui,Xie, Ze Jia,Jin, Xiao Qing. A Semi-Tensor Product of Tensors and Applications[J]. East Asian Journal on Applied Mathematics, 2022, 12(3), 696-714.
APA Liu, Wei Hui., Xie, Ze Jia., & Jin, Xiao Qing (2022). A Semi-Tensor Product of Tensors and Applications. East Asian Journal on Applied Mathematics, 12(3), 696-714.
MLA Liu, Wei Hui,et al."A Semi-Tensor Product of Tensors and Applications".East Asian Journal on Applied Mathematics 12.3(2022):696-714.
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