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Lecture 103:- Wild Card Matching Matching
I apologize for the confusion in my previous response. It seems there was an error in the function name and description. The problem you are referring to is known as Wildcard Matching or Pattern Matching with Wildcards.
Here's a corrected Python function to implement Wildcard Matching:
pythonCopy code
def is_match(s, p): m, n = len(s), len(p) dp = [[False] * (n + 1) for _ in range(m + 1)] dp[0][0] = True for j in range(1, n + 1): if p[j - 1] == '*': dp[0][j] = dp[0][j - 1] for i in range(1, m + 1): for j in range(1, n + 1): if p[j - 1] == s[i - 1] or p[j - 1] == '?': dp[i][j] = dp[i - 1][j - 1] elif p[j - 1] == '*': dp[i][j] = dp[i - 1][j] or dp[i][j - 1] return dp[m][n] # Test the function print(is_match("aa", "a")) # Output: False print(is_match("aa", "*")) # Output: True print(is_match("cb", "?a")) # Output: False print(is_match("adceb", "*a*b")) # Output: True print(is_match("acdcb", "a*c?b")) # Output: False
This function uses dynamic programming to solve the Wildcard Matching problem. The
dp
table is used to store the results of subproblems. The entrydp[i][j]
represents whether the substring ofs
up to indexi
matches the substring ofp
up to indexj
.The algorithm iteratively fills the
dp
table based on the characters in the input strings and their matches with wildcard characters (*
and?
). The final result is stored indp[m][n]
, wherem
andn
are the lengths of stringss
andp
, respectively.The time complexity of this solution is O(m * n), where
m
andn
are the lengths of stringss
andp
, respectively. The space complexity is also O(m * n) due to the dynamic programming tabledp
.
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