Efficient algorithms for computing the largest eigenvalue of a nonnegative tensor

Efficient algorithms for computing the largest eigenvalue of a nonnegative tensor

Consider the problem of computing the largest eigenvalue for nonnegative tensors. In this paper, we establish the Q-linear convergence of a power type algorithm for this problem under a weak irreducibility condition. Moreover, we present a convergent algorithm for calculating the largest eigenvalue...

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Bibliographic Details
Main Authors: Zhou, Guanglu, Qi, Liqun, Wu, Soon-Yi
Format: Journal Article
Published: Springer 2013
Subjects:
nonnegative tensor
linear convergence
power method
Eigenvalue
Online Access:http://hdl.handle.net/20.500.11937/38761

Internet

http://hdl.handle.net/20.500.11937/38761

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