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July 6, 2017 20:06
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Leetcode 10 - regular expression match - dynamic programming code study
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using System; | |
using System.Collections.Generic; | |
using System.Linq; | |
using System.Text; | |
using System.Threading.Tasks; | |
namespace Leetcode10_regularExpressionMatch_DPSolution | |
{ | |
/// <summary> | |
/// Leetcode 10 - regular expression match | |
/// Discussion code reference: | |
/// https://discuss.leetcode.com/topic/6183/my-concise-recursive-and-dp-solutions-with-full-explanation-in-c | |
/// | |
/// review the dynamic programming solution later | |
/// </summary> | |
class Program | |
{ | |
static void Main(string[] args) | |
{ | |
} | |
/** | |
* f[i][j]: if s[0..i-1] matches p[0..j-1] | |
* if p[j - 1] != '*' | |
* f[i][j] = f[i - 1][j - 1] && s[i - 1] == p[j - 1] | |
* if p[j - 1] == '*', denote p[j - 2] with x | |
* f[i][j] is true iff any of the following is true | |
* 1) "x*" repeats 0 time and matches empty: f[i][j - 2] | |
* 2) "x*" repeats >= 1 times and matches "x*x": s[i - 1] == x && f[i - 1][j] | |
* '.' matches any single character | |
*/ | |
bool isMatch(string s, string p) { | |
int m = s.Length, n = p.Length; | |
var f = new bool[m + 1][]; | |
for (int i = 0; i < m + 1; i++) | |
{ | |
f[i] = new bool[n + 1]; | |
} | |
f[0][0] = true; | |
for (int i = 1; i <= m; i++) | |
{ | |
f[i][0] = false; | |
} | |
// p[0.., j - 3, j - 2, j - 1] matches empty iff p[j - 1] is '*' and p[0..j - 3] matches empty | |
for (int j = 1; j <= n; j++) | |
{ | |
f[0][j] = j > 1 && '*' == p[j - 1] && f[0][j - 2]; | |
} | |
for (int i = 1; i <= m; i++) | |
{ | |
for (int j = 1; j <= n; j++) | |
{ | |
if (p[j - 1] != '*') | |
{ | |
f[i][j] = f[i - 1][j - 1] && (s[i - 1] == p[j - 1] || '.' == p[j - 1]); | |
} | |
else | |
{ | |
// p[0] cannot be '*' so no need to check "j > 1" here | |
f[i][j] = f[i][j - 2] || (s[i - 1] == p[j - 2] || '.' == p[j - 2]) && f[i - 1][j]; | |
} | |
} | |
} | |
return f[m][n]; | |
} | |
} | |
} |
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