Added Levenshtein Distance class

This commit is contained in:
Ziver Koc 2014-10-07 11:01:23 +00:00
parent 0374972f12
commit 0945c134ec

View file

@ -0,0 +1,102 @@
/*
* Copyright (c) 2014 ezivkoc
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
package zutil.algo;
/**
* Created by Ziver on 2014-10-07.
*/
public class LevenshteinDistance {
/**
* Calculates the Levenshtein Distance(Number of character
* changes to equalize the two strings) for two Strings.
*
* @return The number of changes needed to equalize the two Strings
*/
public static int getDistance(String str1, String str2) {
return getDistance(str1, str2,
new int[str1.length()+1][str2.length()+1]);
}
/**
* Calculates the Levenshtein Distance(Number of character
* changes to equalize the two strings) for two Strings.
*
* @param matrix is a int matrix that will be used for the dynamic programing algorithm.
* NOTE: matrix must be 1 larger than the larges string
* @return The number of changes needed to equalize the two Strings
*/
public static int getDistance(String str1, String str2, int[][] matrix) {
int len1 = str1.length()+1;
int len2 = str2.length()+1;
if(matrix.length < len1 || matrix[0].length < len2)
throw new IndexOutOfBoundsException("matrix["+matrix.length+"]["+matrix[0].length+"] must be of size ["+len1+"]["+len2+"] or larger");
// source prefixes can be transformed into empty string by
// dropping all characters
for (int i = 0; i < len1; i++) {
matrix[i][0] = i;
}
for (int j = 0; j < len2; j++) {
matrix[0][j] = j;
}
for (int j=1; j < len2; j++) {
for (int i=1; i < len1; i++) {
if (str1.charAt(i-1) == str2.charAt(j-1))
matrix[i][j] = matrix[i - 1][j - 1]; // no operation required
else {
matrix[i][j] = min(
matrix[i - 1][j] + 1, // a deletion
matrix[i][j - 1] + 1, // an insertion
matrix[i - 1][j - 1] + 1); // a substitution
}
}
}
/*
System.out.println();
for (int j=0; j < len2+1; j++) {
if(j>1)
System.out.print(str2.charAt(j-2)+" ");
else
System.out.print("_ ");
for (int i=0; i < len1+1; i++) {
if(j==0) {
if (i > 1)
System.out.print(str1.charAt(i - 2) + " ");
else if (i != 0)
System.out.print("_ ");
}
else if (i != 0)
System.out.print(matrix[i-1][j-1]+" ");
}
System.out.println();
}
System.out.println("\n\n");*/
return matrix[len1 - 1][len2 - 1];
}
private static int min(int i, int j, int k){
return Math.min(i, Math.min(j, k));
}
}