Created
April 11, 2017 15:14
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21 Longest common subsequence in JavaScript
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var str1 = "XMJYAUZ"; | |
var str2 = "MZJAWXU"; | |
var result = lcs(str1, str2); | |
console.log(result); | |
// result is { maxLength: 4, sequence: 'MJAU' } | |
function lcs(str1, str2){ | |
var maxLength = 0, maxCol = 0, maxRow = 0; | |
var sequence = ""; | |
var firstRow = new Array(str1.length + 1); | |
firstRow.fill(0); | |
var grid = [firstRow]; | |
for (var i = 0; i < str2.length; i++) { | |
var row = [0]; | |
for (var j = 0; j < str1.length; j++) { | |
var leftTop = grid[i][j]; | |
var top = grid[i][j + 1]; | |
var left = row[j]; | |
var result; | |
if(str1[j] == str2[i]){ | |
result = leftTop + 1; | |
}else{ | |
result = Math.max(top, left); | |
} | |
if(result > maxLength){ | |
maxLength = result; | |
maxRow = i + 1; | |
maxCol = j + 1; | |
} | |
row.push(result); | |
} | |
grid.push(row); | |
} | |
// backtrack to get the longest current sequence | |
sequence = backtrack(maxRow, maxCol, ""); | |
return { | |
maxLength, sequence | |
} | |
function backtrack(row, col, tempString){ | |
if(row == 0 || col == 0){ | |
return tempString; | |
}else{ | |
var current = grid[row][col]; | |
var left = grid[row][col - 1]; | |
var top = grid[row - 1][col]; | |
if(current == left){ | |
return backtrack(row, col - 1, tempString); | |
}else if(current == top){ | |
return backtrack(row - 1, col, tempString); | |
}else{ | |
tempString = str2[row - 1] + tempString; | |
return backtrack(row - 1, col - 1, tempString); | |
} | |
} | |
} | |
} |
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