Three Dimensional Strongly Symmetric Circulant Tensors
Liqun Qi, Qun Wang, Yannan Chen

TL;DR
This paper establishes a precise criterion for when a specific class of three-dimensional, strongly symmetric circulant tensors are positive semi-definite and explores their sum-of-squares property through theoretical and numerical analysis.
Contribution
It provides a necessary and sufficient condition for positive semi-definiteness of these tensors and investigates their sum-of-squares status.
Findings
Condition is both necessary and sufficient for positive semi-definiteness.
Numerical tests support the sufficiency of the condition for sum-of-squares.
Results advance understanding of tensor positivity and sum-of-squares properties.
Abstract
In this paper, we give a necessary and sufficient condition for an even order three dimensional strongly symmetric circulant tensor to be positive semi-definite. In some cases, we show that this condition is also sufficient for this tensor to be sum-of-squares. Numerical tests indicate that this is also true in the other cases.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsTensor decomposition and applications · Matrix Theory and Algorithms · Elasticity and Material Modeling
