Created
May 25, 2015 16:17
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C++ implementation of Edit Distance Algorithm
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size_t edit_distance(const string& A, const string& B) | |
{ | |
size_t NA = A.size(); | |
size_t NB = B.size(); | |
vector<vector<size_t>> M(NA + 1, vector<size_t>(NB + 1)); | |
for (size_t i = 0; i <= NA; ++i) | |
M[i][0] = i; | |
for (size_t i = 0; i <= NB; ++i) | |
M[0][i] = i; | |
for (size_t a = 1; a <= NA; ++a) | |
for (size_t b = 1; b <= NB; ++b) | |
{ | |
size_t x = M[a - 1][b] + 1; | |
size_t y = M[a][b - 1] + 1; | |
size_t z = M[a - 1][b - 1] + (A[a - 1] == B[b - 1] ? 0 : 1); | |
M[a][b] = min(x, y, z); | |
} | |
return M[A.size()][B.size()]; | |
} |
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