Add three new distance formulas (#3203)

-Manhattan Distance
-Hamming Distance
-Minkowski Distance
This commit is contained in:
edison3701
2022-08-03 02:39:52 +08:00
committed by GitHub
parent 9b13852f20
commit 3918d9eaee
2 changed files with 119 additions and 27 deletions

View File

@ -1,11 +1,46 @@
package com.thealgorithms.maths;
public class DistanceFormula {
public static double distance(double x1, double y1, double x2, double y2)
{
double dX = Math.pow(x2-x1, 2);
double dY = Math.pow(y2-x1, 2);
double d = Math.sqrt(dX+dY);
public static double euclideanDistance(double x1, double y1, double x2, double y2) {
double dX = Math.pow(x2 - x1, 2);
double dY = Math.pow(y2 - x1, 2);
double d = Math.sqrt(dX + dY);
return d;
}
public static double manhattanDistance(double x1, double y1, double x2, double y2) {
double d = Math.abs(x1 - x2) + Math.abs(y1 - y2);
return d;
}
public static int hammingDistance(int[] b1, int[] b2) {
int d = 0;
if (b1.length != b2.length) {
return -1; // error, both array must be have the same length
}
for (int i = 0; i < b1.length; i++) {
d += Math.abs(b1[i] - b2[i]);
}
return d;
}
public static double minkowskiDistance(double[] p1, double[] p2, int p) {
double d = 0;
double distance = 0.0;
if (p1.length != p2.length) {
return -1; // error, both array must be have the same length
}
for (int i = 0; i < p1.length; i++) {
distance += Math.abs(Math.pow(p1[i] - p2[i], p));
}
distance = Math.pow(distance, (double) 1 / p);
d = distance;
return d;
}
}