volnmf_simplex_row: Update of a matrix in NMF with equality contstraints on rows.

In vrnmf: Volume-Regularized Structured Matrix Factorization

Update of a matrix in NMF with equality contstraints on rows.

Description

volnmf_simplex_row finds non-negative matrix C that minimizes the objective ||X-C*R||^2 under constraints that rows of C equal to 1 using per-row quadratic programming.

Usage

volnmf_simplex_row(X, R, C.prev = NULL, meq = 1)

Arguments

X	Numeric Matrices. Matrices involved in the objective function.
R	Numeric Matrices. Matrices involved in the objective function.
C.prev	Numeric Matrices. Matrices involved in the objective function. Matrix C.prev serves as initialization. (default=NULL)
meq	An integer 0 or 1. Require equality (meq=1) or inequality (meq=0) constratint on rows (by default 1).

Value

An updated matrix C.

vrnmf documentation built on March 18, 2022, 6:11 p.m.