tEIGfft {rTensor2}R Documentation

Tensor Eigenvalue Decomposition Using the Discrete Fourier Transform

Description

Performs a Eigenvalue decomposition of 3-mode tensor using the discrete Fourier transform.

Usage

tEIGfft(tnsr)

Arguments

tnsr

: a 3-mode tensor

Value

a Tensor-class object

If Eigenvalue decomposition is performed on a nn x nn x kk tensor, the components in the returned value are:

P: A tensor of Eigenvectors (nn x nn x kk)

D: An diagonal tensor of Eigenvalues (nn x nn x kk)

Author(s)

Kyle Caudle

Randy Hoover

Jackson Cates

Examples

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

[Package rTensor2 version 2.0.0 Index]