Created
January 22, 2018 07:25
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deletion distance - mock interview 1/21/2018 11:25 PM - pass all test cases, the peer approved my analysis with the correction of diagram on line 82 after mock interview.
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using System; | |
class Solution | |
{ | |
public static int DeletionDistance(string str1, string str2) // "heat", "hit" | |
{ | |
if(str1 == null && str2 == null) // false | |
{ | |
return 0; | |
} | |
if(str1 == null) | |
{ | |
return str2.Length; | |
} | |
if(str2 == null) | |
{ | |
return str1.Length; | |
} | |
var length1 = str1.Length; // 4 | |
var length2 = str2.Length; // 3 | |
var deletionDist = new int[length1 + 1, length2 + 1]; // 5, 4 | |
// base case | |
for(int col = 0; col < length2 + 1; col++) | |
{ | |
deletionDist[0, col] = col; | |
} | |
for(int row = 0; row < length1 + 1; row++) | |
{ | |
deletionDist[row, 0] = row; | |
} | |
for(int row = 1; row < length1 + 1; row++) | |
{ | |
for(int col = 1; col < length2 + 1; col++) | |
{ | |
var first = str1[row - 1]; | |
var second = str2[col - 1]; | |
if(first == second) | |
{ | |
deletionDist[row, col] = deletionDist[row - 1, col - 1]; | |
} | |
else | |
{ | |
deletionDist[row, col] = 1 + Math.Min(deletionDist[row - 1, col], | |
deletionDist[row, col - 1]); | |
} | |
} | |
} | |
return deletionDist[length1, length2]; | |
} | |
static void Main(string[] args) | |
{ | |
} | |
} | |
/* | |
constraints: minimum number of deletion | |
two strings | |
heat | |
hit | |
if first char is equal, then we do not need to delete, move to next iteration both, 0 + dist("eat", "it") | |
if 'e' != 'i', delete e or i , 1 + min(dist("at", "it"), dist("eat","t")) | |
Draw a diagram, dynamic problem -> (str1.Length1 + 1) * (str2.Length + 1) | |
dist("", "hit") = 3 | |
dist("heat", "") = 4 | |
5 * 4 matrix -> start from (0,0), solution will be matrix[4, 3] | |
My intention is to scan left to right, so it should be the following matrix. | |
"" "h" "he" "hea" "heat" ? first char of "heat" | |
--------------------------------------- | |
"" 0 1 2 3 4 | |
"h" 1 | |
"hi" 2 x| y | |
"hit" 3 z ? | |
But however the scan from right to left should be same deletion distance as well. | |
"" "t" "at" "eat" "heat" ? last char of "heat" | |
--------------------------------------- | |
"" 0 1 2 3 4 | |
"t" 1 | |
"it" 2 -| | |
"hit" 3 ? | |
I got the help from the peer after the mock interview to confirm the line 82 statement: | |
My intention is to scan left to right, so it should be the following matrix. | |
Time complexity: | |
space complexity: | |
*/ |
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