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Diffstat (limited to '2.3-1/src/c/linearAlgebra/fullrf')
-rw-r--r-- | 2.3-1/src/c/linearAlgebra/fullrf/dfullrfa.c | 112 |
1 files changed, 112 insertions, 0 deletions
diff --git a/2.3-1/src/c/linearAlgebra/fullrf/dfullrfa.c b/2.3-1/src/c/linearAlgebra/fullrf/dfullrfa.c new file mode 100644 index 00000000..a409ae35 --- /dev/null +++ b/2.3-1/src/c/linearAlgebra/fullrf/dfullrfa.c @@ -0,0 +1,112 @@ +/* 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; +} |