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April 22, 2018 05:23
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Deletion distance - dynamic programming -
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using System; | |
class Solution | |
{ | |
public static int DeletionDistance(string str1, string str2) | |
{ | |
if(str1 == null || str2 == null) | |
return -1; | |
var length1 = str1.Length; | |
var length2 = str2.Length; | |
var dp = new int[length1 + 1, length2 + 1]; | |
for(int col = 0; col < length2 + 1; col++) | |
{ | |
dp[0, col] = col; | |
} | |
for(int row = 0; row < length1 + 1; row++) | |
{ | |
dp[row, 0] = row; | |
} | |
for(int row = 1; row < length1 + 1; row++ ) | |
{ | |
for(int col = 1; col < length2 + 1; col++) | |
{ | |
var char1 = str1[row - 1]; | |
var char2 = str2[col - 1]; | |
var isSame = char1 == char2; | |
if(isSame) | |
{ | |
dp[row, col] = dp[row - 1, col - 1]; | |
} | |
else | |
{ | |
dp[row, col] = 1 + Math.Min(dp[row -1, col], dp[row, col - 1]); | |
} | |
} | |
} | |
return dp[length1, length2]; | |
} | |
static void Main(string[] args) | |
{ | |
Console.WriteLine(DeletionDistance("heat","hit")); | |
} | |
} | |
/* | |
heat -> hit 3, delete e, a, i from hit -> ht | |
work on "heat", "hit" | |
"" 'h' 'e' 'a' 't' | |
"" "h" "he" "hea" "heat" | |
--------------------------------- | |
'' "" 0 1 2 3 4 | |
'h' "h" 1 0 0 + 1 2 3 | |
'i' "hi" 2 | |
't' "hit" 3 ? | |
Space complexity: O(length1 * length2) -> O(min(length2, length1) | |
Time complexity: O(length1 * length2) | |
*/ |
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