English

Inverse tensor eigenvalue problem

Spectral Theory 2016-05-26 v2

Abstract

A tensor TT(Cn,m+1)\mathcal T\in \mathbb T(\mathbb C^n,m+1), the space of tensors of order m+1m+1 and dimension nn with complex entries, has nmn1nm^{n-1} eigenvalues (counted with algebraic multiplicities). The inverse eigenvalue problem for tensors is a generalization of that for matrices. Namely, given a multiset SCnmn1/S(nmn1)S\in \mathbb C^{nm^{n-1}}/\mathfrak{S}(nm^{n-1}) of total multiplicity nmn1nm^{n-1}, is there a tensor in T(Cn,m+1)\mathbb T(\mathbb C^n,m+1) such that the multiset of eigenvalues of T\mathcal{T} is exact SS? The solvability of the inverse eigenvalue problem for tensors is studied in this paper. With tools from algebraic geometry, it is proved that the necessary and sufficient condition for this inverse problem to be generically solvable is m=1, or n=2, or (n,m)=(3,2), (4,2), (3,3)m=1,\ \text{or }n=2,\ \text{or }(n,m)=(3,2),\ (4,2),\ (3,3).

Keywords

Cite

@article{arxiv.1511.05057,
  title  = {Inverse tensor eigenvalue problem},
  author = {Ke Ye and Shenglong Hu},
  journal= {arXiv preprint arXiv:1511.05057},
  year   = {2016}
}

Comments

20 pages

R2 v1 2026-06-22T11:46:29.642Z