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July 1, 2018 05:41
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Regular expression matching - dynamic programming method
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using System; | |
class Solution | |
{ | |
public static bool IsMatch(string text, string pattern) | |
{ | |
if(text == null || pattern == null) | |
return false; | |
var tLength = text.Length; | |
var pLength = pattern.Length; | |
if(pLength == 0) | |
return text.Length == 0; // return true here | |
var rows = tLength + 1;; | |
var columns = pLength + 1; | |
var dp = new bool[rows, columns]; | |
// "" matchs "b*a*" | |
dp[0,0] = true; | |
for(int col = 1; col < columns; col++ ) | |
{ | |
if(col > 1 && col % 2 == 0 && pattern[col - 1] == '*' && pattern[col - 2] != '*') | |
dp[0, col] = dp[0, col - 2]; | |
} | |
// first column default false | |
for(int row = 1; row < rows; row++) | |
{ | |
for(int col = 1; col < columns; col++) | |
{ | |
var currentChar = text[row - 1]; | |
var currentP = pattern[col - 1]; | |
if(currentChar == currentP || currentP == '.') | |
{ | |
dp[row, col] = dp[row - 1, col - 1]; // ok | |
} | |
else if(currentP == '*' && row >=2 && text[row - 2] != '*') | |
{ | |
// zero or one or more than one | |
dp[row, col] = col >= 2 && ( dp[row, col - 2] || (currentChar == pattern[col - 2] || pattern[col - 2] == '.') && dp[row - 1, col]); | |
} | |
} | |
} | |
return dp[rows - 1, columns - 1]; | |
} | |
static void Main(string[] args) | |
{ | |
} | |
} | |
/* | |
constraints: ., *, not in text, used for pattern string | |
. - single wildcard character | |
* match for zero or more sequence of the previous letter | |
asking: isMatch | |
"aa" "a" - false | |
"aa" "aa" - true | |
"abc" "a.c" - true | |
"abbb" "ab*" - b* matchs bbb true | |
"acd" "ab*c." - match | |
acd, ab*c. | |
'' 'a' 'b' '*'' | |
"" "a" "ab" "ab*" "ab*c" "ab*c." | |
--------------------------------------- | |
"" T F F F | |
"a" F T F T(<-2) F F | |
Time complexity: O(length of text * length of pattern) | |
space complexity: O(n * m) - only previous row - only two rows | |
*/ |
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