Title :
A novel computational scheme for low multi-linear rank approximations of tensors
Author :
Hanumant Singh Shekhawat;Siep Weiland
Author_Institution :
Department of Electronics and Electrical Engineering, Indian Institute of Technology Guwahati, India
fDate :
7/1/2015 12:00:00 AM
Abstract :
Multi-linear functionals are generally known as tensors and provide a natural object of study in multi-dimensional signal and system analysis. Tensor approximation has various applications in signal processing and system theory. In this paper, we show the local convergence of a numerical method for multi-linear rank tensor approximation that is based on Jacobi iterations.
Keywords :
"Tensile stress","Jacobian matrices","Approximation methods","Standards","Eigenvalues and eigenfunctions","Convergence"
Conference_Titel :
Control Conference (ECC), 2015 European
DOI :
10.1109/ECC.2015.7330994
