On the generic and typical ranks of 3-tensors

被引:21
|
作者
Friedland, Shmuel [1 ]
机构
[1] Univ Illinois, Dept Math Stat & Comp Sci, Chicago, IL 60607 USA
关键词
Rank of tensor; Generic rank; Maximal rank; Typical rank over reals; The generic rank conjecture; SECANT VARIETIES; 3-WAY ARRAYS; DECOMPOSITIONS; COMPUTATION; UNIQUENESS; COMPLEXITY;
D O I
10.1016/j.laa.2011.05.008
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We study the generic and typical ranks of 3-tensors of dimension l x m x n using results from matrices and algebraic geometry. We state a conjecture about the exact values of the generic rank of 3-tensors over the complex numbers, which is verified numerically for l, m, n <= 14. We also discuss the typical ranks over the real numbers, and give an example of an infinite family of 3-tensors of the form l = m, n = (m - 1)(2) + 1, m = 3, 4, ... , which have at least two typical ranks. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:478 / 497
页数:20
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