Created
June 1, 2015 02:54
-
-
Save ianthrive/5dfe35c5f00aab207fb8 to your computer and use it in GitHub Desktop.
Levenshtein string distance implementation in JavaScript.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
function levenshtein(a, b) { | |
if(a.length == 0) return b.length; | |
if(b.length == 0) return a.length; | |
var matrix = []; | |
// increment along the first column of each row | |
var i; | |
for(i = 0; i <= b.length; i++) { | |
matrix[i] = [i]; | |
} | |
// increment each column in the first row | |
var j; | |
for(j = 0; j <= a.length; j++) { | |
matrix[0][j] = j; | |
} | |
// Fill in the rest of the matrix | |
for(i = 1; i <= b.length; i++) { | |
for(j = 1; j <= a.length; j++) { | |
if(b.charAt(i-1) == a.charAt(j-1)) { | |
matrix[i][j] = matrix[i-1][j-1]; | |
} else { | |
matrix[i][j] = Math.min(matrix[i-1][j-1] + 1, // substitution | |
Math.min(matrix[i][j-1] + 1, // insertion | |
matrix[i-1][j] + 1)); // deletion | |
} | |
} | |
} | |
return matrix[b.length][a.length]; | |
}; | |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment