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/* 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;
}
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