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+/* Copyright (C) 2017 - IIT Bombay - FOSSEE
+
+ This file must be used under the terms of the CeCILL.
+ This source file is licensed as described in the file COPYING, which
+ you should have received as part of this distribution. The terms
+ are also available at
+ http://www.cecill.info/licences/Licence_CeCILL_V2-en.txt
+ Author: Sandeep Gupta
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+ */
+
+/* FULL Rank factorization function in scilab */
+
+/*
+ //[Q,M,rk]=fullrf(A)
+ //Full rank factorization : A=Q.M
+ //with range(Q)=range(A) and ker(M)=ker(A),
+ //Q full column rank , M full row rank
+ // rk = rank(A) = #columns(Q) = #rows(M)
+ //F.D.
+*/
+
+#include "fullrf.h"
+#include <stdio.h>
+#include <stdlib.h>
+#include "svd.h"
+#include <math.h>
+#include "norm.h"
+#include "matrixTranspose.h"
+#include "matrixMultiplication.h"
+
+double dfullrfa(int ninp,double *inp1,int row,int col,double tol,double *out1,double *out2){
+
+ int i,j;
+ /* norm inp1 - norm(inp1,1)*/
+ double na1;
+ na1 = dnorma(inp1,row,col,1);
+
+ if(ninp == 1){
+ tol = sqrt(pow(2,-52));
+ }
+
+ if(na1 < pow(1,-10)){
+ out1 = NULL;
+ out2 = NULL;
+ return 0;
+ }
+
+ double tol1;
+ tol1 = tol*na1;
+
+ double *U,*S,*V;
+ U = (double *)malloc(row*row*sizeof(double));
+ S = (double *)malloc(row*col*sizeof(double));
+ V = (double *)malloc(col*col*sizeof(double));
+
+ double rk;
+ rk = dsvda(tol1,inp1,row,col,0,4,U,S,V);
+
+ /* sq = sqrt(s) */
+ for(i=0;i<row;i++){
+ for(j=0;j<col;j++){
+ if(i == j){
+ S[i*row+j] = pow(S[i*row+j],0.5);
+ }
+ else{
+ S[i*row+j] = 0;
+ }
+ }
+ }
+
+ double *Q;
+ Q = (double *)malloc(row*col*sizeof(double));
+ dmulma(U,row,row,S,row,col,Q);
+
+ double *VT;
+ VT = (double *)malloc(col*col*sizeof(double));
+ dtransposea(V,col,col,VT);
+
+ /* multiplication of sq*V' or S*VT */
+ double *M;
+ M = (double *)malloc(row*col*sizeof(double));
+ dmulma(S,row,col,VT,col,col,M);
+
+ /* This Program is not yet completed properly, as it outputs the whole matrix, instead of the exact output.
+
+ if anyone finds, how to fix the size in INITFILLscidir.sci
+please change there and change below few lines of codes accordingly.
+
+*/
+ for(i=0;i<row;i++){
+ for(j=0;j<col;j++){
+ //if(j < rk)
+ out1[i*col+j] = Q[i*col+j];
+ //else
+ // out1[i*col+j] = 0;
+ }
+ //printf("\n");
+ }
+
+ for(i=0;i<row;i++){
+ for(j=0;j<col;j++){
+ //if(i < rk)
+ out2[i*col+j] = M[i*col+j];
+ //else
+ // out2[i*col+j] = 0;
+ }
+ }
+
+ return rk;
+}