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The tensor rank problem over the quaternions

by YG Liang

Institution: University of Manitoba
Department: Mathematics
Degree:
Year: 2022
Keywords: tensor rank, tensor decomposition, quaternion; no
Posted: 3/25/2025
Record ID: 2289298
Full text PDF: http://hdl.handle.net/1993/37129


Abstract

In this thesis, we give the maximal rank (the best possible upper bound) of quaternionic tensors in the some small cases. Decomposition of a quaternionic tensor into simple tensors in the some of these cases are discussed. We also give an example of a complex tensor that has different ranks over the complex field and the real quaternion algebra. Moreover, we give the maximal rank and canonical forms of arbitrary quaternionic 3-tensors with 2 frontal slices. We also discuss some upper bounds for general quaternion tensors by using a block tensor approach.

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