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-rw-r--r--src/c/matrixOperations/norm/dnorma.c72
-rw-r--r--src/c/matrixOperations/norm/dnormv.c60
-rw-r--r--src/c/matrixOperations/norm/snorma.c72
-rw-r--r--src/c/matrixOperations/norm/snormv.c60
4 files changed, 264 insertions, 0 deletions
diff --git a/src/c/matrixOperations/norm/dnorma.c b/src/c/matrixOperations/norm/dnorma.c
new file mode 100644
index 0000000..c912f85
--- /dev/null
+++ b/src/c/matrixOperations/norm/dnorma.c
@@ -0,0 +1,72 @@
+ /* Copyright (C) 2016 - 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: Siddhesh Wani
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+ */
+
+ /*This function calculates norms for matrices*/
+ /*Acceptable norms are: 1, 2, 'inf', 'fro', */
+
+#include "norm.h"
+#include <math.h>
+
+double dnorma (double *in, int row, int col, int norm)
+{
+ double res = 0, sum = 0;
+ int col_count, row_count;
+
+ switch (norm)
+ {
+ case 1: /*largest column sum*/
+ for(col_count = 0; col_count < col; col_count++)
+ {
+ sum = 0;
+ for(row_count = 0; row_count < row; row_count++)
+ {
+ sum += in[col_count*row+row_count];
+ }
+ if (sum >= res)
+ res = sum;
+ }
+ break;
+
+ case 2: /*Largest singular value of the matrix*/
+ break;
+
+ case 3: /*inf: largest row sum*/
+
+ for(row_count = 0; row_count < row; row_count++)
+ {
+ sum = 0;
+ for(col_count = 0; col_count < col; col_count++)
+ {
+ sum += in[col_count*row + row_count];
+ }
+ if(sum >= res)
+ res = sum;
+ }
+ break;
+
+ case 4: /*Frobenius norm*/
+
+ for(row_count = 0; row_count < row; row_count++)
+ {
+ for(col_count = 0; col_count < col; col_count++)
+ {
+ sum += in[col_count*row + row_count] * in[col_count*row + row_count];
+ }
+ }
+ res = sqrt(sum);
+
+ break;
+ }
+
+
+ return res;
+} \ No newline at end of file
diff --git a/src/c/matrixOperations/norm/dnormv.c b/src/c/matrixOperations/norm/dnormv.c
new file mode 100644
index 0000000..5d20d60
--- /dev/null
+++ b/src/c/matrixOperations/norm/dnormv.c
@@ -0,0 +1,60 @@
+ /* Copyright (C) 2016 - 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: Siddhesh Wani
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+ */
+
+ /*This function calculates norms for vectors (row or column)*/
+
+#include "norm.h"
+#include <math.h>
+
+double dnormv (double *in, int size, int norm)
+{
+ double sum = 0;
+ double res = 0;
+ int counter = 0;
+
+ switch (norm)
+ {
+ case 0:
+ res = INFINITY;
+ break;
+ case 1: /*Addition of all elements*/
+ for (counter=0; counter < size; counter++)
+ {
+ sum += in[counter];
+ }
+ res = sum;
+ break;
+ case 2: /*Square root of addition of squares of all elements*/
+ for (counter=0; counter < size; counter++)
+ {
+ sum += in[counter]*in[counter];
+ }
+ res = sqrt(sum);
+ break;
+ case 3: /*Cube root of addition of cubes of all elements*/
+ for (counter=0; counter < size; counter++)
+ {
+ sum += pow(in[counter],3);
+ }
+ res = cbrt(sum);
+ break;
+ default : /*Nth root of addition of all elements raised to n*/
+ for (counter=0; counter < size; counter++)
+ {
+ sum += pow(in[counter],norm);
+ }
+ res = pow(sum, 1./norm);
+ break;
+ }
+
+ return res;
+} \ No newline at end of file
diff --git a/src/c/matrixOperations/norm/snorma.c b/src/c/matrixOperations/norm/snorma.c
new file mode 100644
index 0000000..4bf2ccd
--- /dev/null
+++ b/src/c/matrixOperations/norm/snorma.c
@@ -0,0 +1,72 @@
+ /* Copyright (C) 2016 - 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: Siddhesh Wani
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+ */
+
+ /*This function calculates norms for matrices*/
+ /*Acceptable norms are: 1, 2, 'inf', 'fro', */
+
+#include "norm.h"
+#include <math.h>
+
+float dnorma (float *in, int row, int col, int norm)
+{
+ float res = 0, sum = 0;
+ int col_count, row_count;
+
+ switch (norm)
+ {
+ case 1: /*largest column sum*/
+ for(col_count = 0; col_count < col; col_count++)
+ {
+ sum = 0;
+ for(row_count = 0; row_count < row; row_count++)
+ {
+ sum += in[col_count*row+row_count];
+ }
+ if (sum >= res)
+ res = sum;
+ }
+ break;
+
+ case 2: /*Largest singular value of the matrix*/
+ break;
+
+ case 3: /*inf: largest row sum*/
+
+ for(row_count = 0; row_count < row; row_count++)
+ {
+ sum = 0;
+ for(col_count = 0; col_count < col; col_count++)
+ {
+ sum += in[col_count*row + row_count];
+ }
+ if(sum >= res)
+ res = sum;
+ }
+ break;
+
+ case 4: /*Frobenius norm*/
+
+ for(row_count = 0; row_count < row; row_count++)
+ {
+ for(col_count = 0; col_count < col; col_count++)
+ {
+ sum += in[col_count*row + row_count] * in[col_count*row + row_count];
+ }
+ }
+ res = sqrt(sum);
+
+ break;
+ }
+
+
+ return res;
+} \ No newline at end of file
diff --git a/src/c/matrixOperations/norm/snormv.c b/src/c/matrixOperations/norm/snormv.c
new file mode 100644
index 0000000..03e9ed6
--- /dev/null
+++ b/src/c/matrixOperations/norm/snormv.c
@@ -0,0 +1,60 @@
+ /* Copyright (C) 2016 - 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: Siddhesh Wani
+ Organization: FOSSEE, IIT Bombay
+ Email: toolbox@scilab.in
+ */
+
+ /*This function calculates norms for vectors (row or column)*/
+
+#include "norm.h"
+#include <math.h>
+
+float dnormv (float *in, int size, int norm)
+{
+ float sum = 0;
+ float res = 0;
+ int counter = 0;
+
+ switch (norm)
+ {
+ case 0:
+ res = INFINITY;
+ break;
+ case 1: /*Addition of all elements*/
+ for (counter=0; counter < size; counter++)
+ {
+ sum += in[counter];
+ }
+ res = sum;
+ break;
+ case 2: /*Square root of addition of squares of all elements*/
+ for (counter=0; counter < size; counter++)
+ {
+ sum += in[counter]*in[counter];
+ }
+ res = sqrt(sum);
+ break;
+ case 3: /*Cube root of addition of cubes of all elements*/
+ for (counter=0; counter < size; counter++)
+ {
+ sum += pow(in[counter],3);
+ }
+ res = cbrt(sum);
+ break;
+ default : /*Nth root of addition of all elements raised to n*/
+ for (counter=0; counter < size; counter++)
+ {
+ sum += pow(in[counter],norm);
+ }
+ res = pow(sum, 1./norm);
+ break;
+ }
+
+ return res;
+} \ No newline at end of file