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1 | 1 | /**
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2 |
| - * |
3 | 2 | * @author Kshitij VERMA (github.com/kv19971)
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4 | 3 | * LEVENSHTEIN DISTANCE dyamic programming implementation to show the difference between two strings (https://en.wikipedia.org/wiki/Levenshtein_distance)
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5 |
| - * |
6 |
| - * |
7 | 4 | */
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8 | 5 |
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9 |
| -public class LevenshteinDistance{ |
10 |
| - private static int minimum(int a, int b, int c){ |
11 |
| - if(a < b && a < c){ |
12 |
| - return a; |
13 |
| - }else if(b < a && b < c){ |
14 |
| - return b; |
15 |
| - }else{ |
16 |
| - return c; |
17 |
| - } |
18 |
| - } |
19 |
| - private static int calculate_distance(String a, String b){ |
20 |
| - int len_a = a.length() + 1; |
21 |
| - int len_b = b.length() + 1; |
22 |
| - int [][] distance_mat = new int[len_a][len_b]; |
23 |
| - for(int i = 0; i < len_a; i++){ |
24 |
| - distance_mat[i][0] = i; |
25 |
| - } |
26 |
| - for(int j = 0; j < len_b; j++){ |
27 |
| - distance_mat[0][j] = j; |
28 |
| - } |
29 |
| - for(int i = 0; i < len_a; i++){ |
30 |
| - for(int j = 0; i < len_b; j++){ |
31 |
| - int cost; |
32 |
| - if (a.charAt(i) == b.charAt(j)){ |
33 |
| - cost = 0; |
34 |
| - }else{ |
35 |
| - cost = 1; |
36 |
| - } |
37 |
| - distance_mat[i][j] = minimum(distance_mat[i-1][j], distance_mat[i-1][j-1], distance_mat[i][j-1]) + cost; |
38 |
| - |
39 |
| - |
40 |
| - } |
41 |
| - |
42 |
| - } |
43 |
| - return distance_mat[len_a-1][len_b-1]; |
44 |
| - |
45 |
| - } |
46 |
| - public static void main(String [] args){ |
47 |
| - String a = ""; // enter your string here |
48 |
| - String b = ""; // enter your string here |
49 |
| - |
50 |
| - System.out.print("Levenshtein distance between "+a + " and "+b+ " is: "); |
51 |
| - System.out.println(calculate_distance(a,b)); |
52 |
| - |
53 |
| - |
54 |
| - } |
| 6 | +public class LevenshteinDistance { |
| 7 | + private static int minimum(int a, int b, int c) { |
| 8 | + if (a < b && a < c) { |
| 9 | + return a; |
| 10 | + } else if (b < a && b < c) { |
| 11 | + return b; |
| 12 | + } else { |
| 13 | + return c; |
| 14 | + } |
| 15 | + } |
| 16 | + |
| 17 | + private static int calculate_distance(String a, String b) { |
| 18 | + int len_a = a.length() + 1; |
| 19 | + int len_b = b.length() + 1; |
| 20 | + int[][] distance_mat = new int[len_a][len_b]; |
| 21 | + for (int i = 0; i < len_a; i++) { |
| 22 | + distance_mat[i][0] = i; |
| 23 | + } |
| 24 | + for (int j = 0; j < len_b; j++) { |
| 25 | + distance_mat[0][j] = j; |
| 26 | + } |
| 27 | + for (int i = 0; i < len_a; i++) { |
| 28 | + for (int j = 0; i < len_b; j++) { |
| 29 | + int cost; |
| 30 | + if (a.charAt(i) == b.charAt(j)) { |
| 31 | + cost = 0; |
| 32 | + } else { |
| 33 | + cost = 1; |
| 34 | + } |
| 35 | + distance_mat[i][j] = minimum(distance_mat[i - 1][j], distance_mat[i - 1][j - 1], distance_mat[i][j - 1]) + cost; |
| 36 | + |
| 37 | + |
| 38 | + } |
| 39 | + |
| 40 | + } |
| 41 | + return distance_mat[len_a - 1][len_b - 1]; |
| 42 | + |
| 43 | + } |
| 44 | + |
| 45 | + public static void main(String[] args) { |
| 46 | + String a = ""; // enter your string here |
| 47 | + String b = ""; // enter your string here |
| 48 | + |
| 49 | + System.out.print("Levenshtein distance between " + a + " and " + b + " is: "); |
| 50 | + System.out.println(calculate_distance(a, b)); |
| 51 | + |
| 52 | + |
| 53 | + } |
55 | 54 | }
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