Qi's problems on classifications of third- and fourth-order symmetric tensors by eigenvalues
Lishan Fang, Hua-Lin Huang

TL;DR
This paper investigates the classification of complex symmetric tensors of third and fourth order using eigenvalues, establishing canonical forms and spectral invariants, and explores differences between complex and real cases.
Contribution
It provides a complete classification of complex symmetric tensors via eigenvalues and spectral invariants, and extends the approach to related linear PDEs.
Findings
Complete classification of complex symmetric tensors using eigenvalues.
Spectral invariants uniquely determine equivalence classes in the complex domain.
Classification does not extend to the real domain, where invariants are insufficient.
Abstract
This paper addresses two fundamental problems posed by Qi regarding the sufficiency of eigenvalues for the classification of symmetric tensors in the two-dimensional setting. For and complex symmetric tensors, we establish their complete set of equivalence classes via a one-to-one correspondence with the canonical forms of their associated binary cubics and quartics. We then prove that these equivalence classes are uniquely determined by spectral invariants, specifically, the number of eigenpair classes and the multiplicities of zero eigenvalues, over the complex domain. We demonstrate that this classification does not hold in the real domain, where distinct equivalence classes can share identical spectral invariants. Finally, we extend this approach to derive canonical forms and complete classification for complex third- and fourth-order…
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 · Nonlinear Waves and Solitons · Polynomial and algebraic computation
