Longest-common-subsequence-.../MED.py

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2024-12-08 15:11:33 +00:00
def min_edit_distance(A, B):
m, n = len(A), len(B)
dp = [[0] * (n + 1) for _ in range(m + 1)]
for i in range(m + 1):
dp[i][0] = i
for j in range(n + 1):
dp[0][j] = j
for i in range(1, m + 1):
for j in range(1, n + 1):
if A[i - 1] == B[j - 1]:
dp[i][j] = dp[i - 1][j - 1]
else:
dp[i][j] = 1 + min(dp[i - 1][j], dp[i][j - 1], dp[i - 1][j - 1])
return dp[m][n]
# 测试
X = "ABCBDAB"
Y = "BDCAB"
print("Minimum Edit Distance:", min_edit_distance(X, Y))