Research Article

Two Efficient Algorithms for Orthogonal Nonnegative Matrix Factorization

Algorithm 3

ADM-based algorithm of ONMF.
Input: and .
Output:, which solve the optimization problem (1.1).
(1) Select initial matrices and .
(2) For k = 1:maxIt
  Update by formulas (62)–(67)
  If a stopping criterion is met, then
  exit and output
  end if
  End Do