Linear and Multilinear Algebra ( IF 1.1 ) Pub Date : 2021-03-18 , DOI: 10.1080/03081087.2021.1902461 Zhou Sheng 1 , Qin Ni 1
In this paper, we propose generalized inverse power methods with variable shifts for finding the smallest H-/Z-eigenvalue and associated H-/Z-eigenvector of symmetric tensors. The methods are guaranteed to always converge to a H-/Z-eigenpair. Furthermore, for an even order nonsingular symmetric -tensor, the proposed method with any positive initial point always converges to the smallest H-eigenvalue. Numerical results are reported to illustrate that the proposed methods often can find the smallest H-/Z-eigenvalue instead of other H-/Z-eigenvalues of symmetric tensors. Moreover, we can always get the smallest H-eigenvalue for an even order nonsingular symmetric -tensor.
中文翻译:
计算对称张量特征对的逆幂法的推广
在本文中,我们提出了具有可变位移的广义逆幂法,用于寻找对称张量的最小 H-/Z-特征值和关联的 H-/Z-特征向量。这些方法保证始终收敛到 H-/Z-特征对。此外,对于偶数阶非奇异对称-tensor,所提出的具有任何正初始点的方法总是收敛到最小的 H-特征值。数值结果表明,所提出的方法通常可以找到最小的 H-/Z-特征值,而不是对称张量的其他 H-/Z-特征值。此外,我们总是可以得到偶数阶非奇异对称的最小 H-特征值-张量。