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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 |
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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