Edit Distance
Calculates the minimum number of operations required to convert string A to string B using Dynamic Programming.
#include <iostream>
#include <vector>
#include <string>
#include <algorithm>
using namespace std;
int main() {
cout << "INSTRUCTIONS: Enter two strings to calculate edit distance." << endl;
string a, b;
cin >> a >> b;
int n = a.size(), m = b.size();
vector<vector<int>> dp(n + 1, vector<int>(m + 1));
for (int i = 0; i <= n; i++) dp[i][0] = i;
for (int j = 0; j <= m; j++) dp[0][j] = j;
for (int i = 1; i <= n; i++)
for (int j = 1; j <= m; j++)
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]});
cout << dp[n][m];
}Edit Distance — Free C++, C, Python Code Example
Calculates the minimum number of operations required to convert string A to string B using Dynamic Programming. This free code example is available in C++, C, Python and can be copied and run immediately — no account or signup required. Use the language tabs above to switch between implementations.
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Frequently Asked Questions
What does this program do?
Calculates the minimum number of operations required to convert string A to string B using Dynamic Programming.
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