So I have some code which is finding the distance between a series of points. One method uses the euclidean distance and is working fine, the other is using Manhattan and I don't know why it isn't working.
I have it set up so that the distance of the first element in the array list is zero for both methods, and therefore should print that image 1 is a match. However the Manhattan method always returns image 31, no matter how many different elements I test it with. I have double checked the elements in the array list and it should be returning image 1.
Does anybody have any ideas? Thanks in advance
public void matchEuclidean(){
for(int i = 0; i < numberimages; i++){
distanceE[i][0] = weights[i][0] - testweights[0][0];
distanceE[i][1] = weights[i][1] - testweights[0][1];
}
for(int i = 0; i < numberimages; i++){
distanceEu[i] = (Math.pow(distanceE[i][0], 2)) + (Math.pow(distanceE[i][1], 2));
distanceEu[i] = Math.sqrt(distanceEu[i]);
}
for (double no : distanceEu) {
list.add(Double.valueOf(no));
}
double max= Collections.min(list);
double min = list.indexOf(max) + 1;
System.out.println("(euclidean) the unknown image matches image " + (min));
}
public void matchManhattan(){
for(int i = 0; i < numberimages; i++){
distanceM[i][0] = weights[i][0] - testweights[0][0];
distanceM[i][1] = weights[i][1] - testweights[0][1];
}
for(int i = 0; i < numberimages; i++){
distanceMu[i] = distanceM[i][0] + distanceM[i][1];
}
for (double no : distanceMu) {
listM.add(Double.valueOf(no));
}
double max= Collections.min(listM);
double min = listM.indexOf(max) + 1;
System.out.println("(Manhattan) the unknown image matches image " + (min));
}
It looks like you neglected to use the Math.abs
function in Manhattan distance :
distanceMu[i] = Math.abs(distanceM[i][0]) + Math.abs(distanceM[i][1]);
Without it, you don't really have a valid "distance" function: you can get negative values, and the triangle inequality does not hold
int a[] = {6,22,33,12,44,9};
int low = 0;
for(int i = 1 ; i < a.length ; i ++ )
{
if(a[0] < a[i])
{
low = a[0];
}
else if(a[0] > a[i])
{
low = a[i];
a[0] = low;
}
}
System.out.println("The smallest number is the given array is : " + low);
}
}
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