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Research On The CMP Inverse Of Tensors Via The T-product

Posted on:2024-05-16Degree:MasterType:Thesis
Country:ChinaCandidate:C Y SongFull Text:PDF
GTID:2530306917464014Subject:Basic mathematics
Abstract/Summary:PDF Full Text Request
In this paper,by using the Discrete Fourier Transform and the T-Schur decomposition of tensors,we study characteristics,algorithms and perturbation of the CMP inverse of tensors via the T-product(T-CMP inverse).Firstly,we study characteristics of the T-CMP inverse based on the concepts and lemmas related to tensors via the T-product.Equivalent descriptions,range space and null space of the T-CMP inverse are given.In addition,an expression for the T-CMP inverse under the T-Schur decomposition is given.Then we use this expression to study the relationship between the T-CMP inverse and other generalized inverses of tensors,as well as equivalent conditions for a tensor to be a core-EP tensor.Secondly,we propose the successive tensor squaring algorithm and Fourier-Gauss-Jordan method for computing the T-CMP inverse of tensors,then some examples of using these algorithms to compute the T-CMP inverse are given.Finally,after adding a perturbation tensor which satisfies two-sided condition to a tensor,the perturbation bound of the T-CMP inverse is analyzed.The results of the two-sided perturbation of the T-CMP inverse are illustrated by examples.
Keywords/Search Tags:tensor, T-product, T-CMP inverse, perturbation analysis
PDF Full Text Request
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