Characteristic polynomial and higher order traces of third order three dimensional tensors

被引:0
作者
Zhang, Guimei [1 ]
Hu, Shenglong [1 ,2 ]
机构
[1] Tianjin Univ, Sch Math, Tianjin 300350, Peoples R China
[2] Hangzhou Dianzi Univ, Sch Sci, Dept Math, Hangzhou 310018, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Tensor; traces; characteristic polynomial; EIGENVALUES;
D O I
10.1007/s11464-019-0741-4
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Eigenvalues of tensors play an increasingly important role in many aspects of applied mathematics. The characteristic polynomial provides one of a very few ways that shed lights on intrinsic understanding of the eigenvalues. It is known that the characteristic polynomial of a third order three dimensional tensor has a stunning expression with more than 20000 terms, thus prohibits an effective analysis. In this article, we are trying to make a concise representation of this characteristic polynomial in terms of certain basic determinants. With this, we can successfully write out explicitly the characteristic polynomial of a third order three dimensional tensor in a reasonable length. An immediate benefit is that we can compute out the third and fourth order traces of a third order three dimensional tensor symbolically, which is impossible in the literature.
引用
收藏
页码:225 / 237
页数:13
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