Research Article
Differentially Expressed Genes Extracted by the Tensor Robust Principal Component Analysis (TRPCA) Method
Algorithm 1
Algorithm 1 solves (9) by ADMM.
Input: tensor data , parameter |
Initialize:,,; |
, |
While not converged do |
(1) Update by Equation (11); |
(2) Update by Equation (12); |
(3) ; |
(4) Update by ; |
(5) Check the convergence conditions |
, |
|
End while |