tLUdwt: Tensor LU Decomposition Using the Discrete Wavelet Transform

tLUdwtR Documentation

Tensor LU Decomposition Using the Discrete Wavelet Transform

Description

Performs a LU decomposition of 3-mode tensor using the discrete Wavelet transform (Haar Wavelet).

Usage

tLUdwt(tnsr)

Arguments

tnsr

: a 3-mode tensor

Value

a Tensor-class object

If LU decomposition is performed on a n x n x k tensor, the components in the returned value are:

L: The left singular value tensor object (n x n x k)

U: The right singular value tensor object (n x n x k)

Author(s)

Kyle Caudle kyle.caudle@sdsmt.edu

Examples

T <- rand_tensor(modes=c(2,2,4))
print(tLUdwt(T))

rTensor2 documentation built on May 29, 2024, 8:34 a.m.