arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1809.07017math.RA
收藏

关于张量的反序律及其在Moore-Penrose逆加法结果中的应用

On reverse-order law of tensors and its application to additive results on Moore-Penrose inverse

Krushnachandra Panigrahy, Debasisha Mishra

AI总结:

该研究重新探讨基于Einstein乘积的张量Moore-Penrose逆反序律,给出任意阶张量反序律的新刻画,将其应用于张量和的Moore-Penrose逆,推导Frobenius范数下的加性扰动界,并提出张量亚真分裂概念以辅助张量多线性系统迭代求解。

摘要:

对于任意阶的任意两个复张量$\boldsymbol{\tens{A}}$和$\boldsymbol{\tens{B}}$,等式$(\boldsymbol{\tens{A}} \n \boldsymbol{\tens{B}})^\boldsymbol{\tens{\u2020}} = \boldsymbol{\tens{B}}^\boldsymbol{\tens{\u2020}} \n \boldsymbol{\tens{A}}^\boldsymbol{\tens{\u2020}}$被称为基于Einstein乘积的任意阶张量Moore-Penrose逆的反序律。Panigrahy等人[《Linear Multilinear Algebra》;68 (2020),246-264页]近期得到了若干基于Einstein乘积的偶阶张量Moore-Penrose逆满足反序律的充要条件。本文重新探讨了这一概念并得到了其他相关结果。在此背景下,我们提出了若干基于同一乘积的任意阶张量反序律的新刻画。更重要的是,作为反序律的应用,我们阐述了一个关于两个张量之和的Moore-Penrose逆的结果,该结果留下了一个开放问题。我们回顾了Frobenius范数和谱范数的定义,以阐述一个在Frobenius范数下求解Moore-Penrose逆加性扰动界的结果。本文最后引入了张量的亚真分裂概念,这一概念可能有助于求解张量多线性系统的迭代解。

英文摘要:

The equality $(\mc{A}\n\mc{B})^\dagger = \mc{B}^\dagger \n \mc{A}^\dagger$ for any two complex tensors $\mc{A}$ and $\mc{B}$ of arbitrary order, is called as the {\it reverse-order law} for the Moore-Penrose inverse of arbitrary order tensors via the Einstein product. Panigrahy {\it et al.} [Linear Multilinear Algebra; 68 (2020), 246-264.] obtained several necessary and sufficient conditions to hold the reverse-order law for the Moore-Penrose inverse of even-order tensors via the Einstein product, very recently. This notion is revisited here among other results. In this context, we present several new characterizations of the reverse-order law of arbitrary order tensors via the same product. More importantly, we illustrate a result on the Moore-Penrose inverse of a sum of two tensors as an application of the reverse-order law which leaves an open problem. We recall the definition of the Frobenius norm and the spectral norm to illustrate a result for finding the additive perturbation bounds of the Moore-Penrose inverse under the Frobenius norm. We conclude our paper with the introduction of the notion of sub-proper splitting for tensors which may help to find an iterative solution of a tensor multilinear system.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑