tEIGdct: Tensor Eigenvalue Decomposition Using the Discrete Cosine...

In rTensor2: MultiLinear Algebra

Tensor Eigenvalue Decomposition Using the Discrete Cosine Transform

Description

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

Usage

tEIGdct(tnsr)

Arguments

tnsr	: a 3-mode tensor

Value

a Tensor-class object

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

P: A tensor of Eigenvectors (n x n x k)

D: An diagonal tensor of Eigenvalues (n x n x k)

Author(s)

Kyle Caudle

Randy Hoover

Jackson Cates

Examples

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

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