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authorukashanoor2017-07-04 11:55:14 +0530
committerukashanoor2017-07-04 11:55:14 +0530
commit9c98503cadef71c7d916f30801c18661e9c3292f (patch)
tree3ab652b9a61e0991dcefa01f0d63145516101361 /src/c/linearAlgebra/sva/dsvaa.c
parent9fc55b8370323fd8f7364a5abfcee3af65899a97 (diff)
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diff --git a/src/c/linearAlgebra/sva/dsvaa.c b/src/c/linearAlgebra/sva/dsvaa.c
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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
+
+ */
+#include "sva.h"
+#include "svd.h"
+#include "lapack.h"
+#include <stdio.h>
+#include <stdlib.h>
+#include "string.h"
+#include "matrixTranspose.h"
+
+#define eps 2.22044604925e-16
+
+void dsvaa(int ninp,double *in1,int row,int col,double in2,double *out1, \
+ double *out2,double *out3){
+
+ double tol;
+ double rk=0;
+ int N=col,M=row;
+ if(row == 0 && col == 0) return;
+ int i,j;
+ int arow; /*Actual row of given matrix*/
+ int acol; /*Actual col of given matrix*/
+
+ /* Calculation of svd of a given matrix */
+ double *U,*S,*V;
+ U = (double *)malloc((double)row*min(row,col)*sizeof(double));
+ S = (double *)malloc((double)min(row,col)*min(row,col)*sizeof(double));
+ V = (double *)malloc((double)col*min(row,col)*sizeof(double));
+
+ dsvda(0,in1,M,N,1,3,U,S,V);
+
+ if (ninp == 1){ /* [u,s,v] = sva(A) when input is only matrix */
+ tol = max(row,col)*S[0]*eps;
+ rk = 0;
+ for(i=0;i<col;i++){
+ if(S[i+i*row] > tol){
+ rk+=1;
+ }
+ }
+ }
+ else{ /*[u,s,v] = sva(A,tol) when two input's are there */
+ tol = in2;
+ if(tol > 1){
+ rk = tol;
+ if(rk > min(row,col)){
+ printf("ERROR: Wrong value for input argument !");
+ out1 = NULL;
+ out2 = NULL;
+ out3 = NULL;
+ return;
+ }
+ }
+ else{
+ rk = 0;
+ for(i=0;i<col;i++){
+ if(S[i+i*row] > tol){
+ rk+=1;
+ }
+ }
+ }
+ }
+ arow = M;
+ acol = min(M,N);
+ for(i=0;i<arow;i++){
+ for(j=0;j<rk;j++){
+ out1[i+j*row]=U[i+j*arow];
+ }
+ }
+ arow = min(M,N);
+ for(i=0;i<rk;i++){
+ for(j=0;j<rk;j++){
+ out2[i+j*(int)rk] = S[i+j*arow];
+ }
+ }
+ arow = N;
+ acol = min(M,N);
+ for(i=0;i<arow;i++){
+ for(j=0;j<rk;j++){
+ out3[i+j*arow] = V[i+j*arow];
+ }
+ }
+}