#define _USE_MATH_DEFINES #include #include #include #include #include #include //#include #include #include #include #include #include #include ///////// #define REP(i, x, n) for(int i = x; i < n; i++) #define rep(i,n) REP(i,0,n) #define P(p) cout<<(p)< ///////// typedef long long LL; typedef long double LD; ///////// using namespace::std; ///////// const int LenMax = 1001; int dp[LenMax][LenMax]; int LCS(string A,string B,string* ans=NULL){ int aLen = A.size(); int bLen = B.size(); for(int i = 0; i < aLen; ++i){ dp[i][0] = 0; } for(int j = 0; j < bLen; ++j){ dp[0][j] = 0; } for(int i = 1; i <= aLen; ++i){ for(int j = 1; j <= bLen; ++j){ if( A[i-1] == B[j-1] ){ dp[i][j] = dp[i-1][j-1] + 1; }else{ dp[i][j] = max( dp[i][j-1],dp[i-1][j-1] ); } } } ///// if(ans != NULL){ string LcsStr = ""; int a,b; a = aLen; b = bLen; while( a > 0 && b > 0){ if( A[a-1] == B[b-1] ){ LcsStr = A[a-1] + LcsStr; --a;--b; }else{ if( dp[a][b-1] > dp[a-1][b] ){ --b; }else{ --a; } } } *ans = LcsStr; } ///// return dp[aLen][bLen]; } int levenshtein_distance(string A,string B){ int aLen,bLen,X; aLen = A.size(); bLen = B.size(); for(int i=0; i<=aLen; ++i){ dp[i][0] = i; } for(int j=0; j<=bLen; ++j){ dp[0][j] = j; } for(int i=1;i<=aLen;++i){ for(int j=1;j<=bLen;++j){ X = A[i-1]==B[j-1] ? 0 : 1 ; vector vec(3); vec[0] = dp[i-1][j]+1; vec[1] = dp[i][j-1]+1; vec[2] = dp[i-1][j-1]+X; sort(vec.begin(),vec.end()); dp[i][j] = vec[0]; } } return dp[aLen][bLen]; } int main(void){ std::cin.tie(0); std::ios::sync_with_stdio(false); std::cout << std::fixed;// //cout << setprecision(16);// int n,m; string S,T; cin>>n>>m>>S>>T; //int Len; //string LcsStr=""; //Len = LCS(S,T,&LcsStr); int dis; dis = levenshtein_distance(S,T); P(dis); return 0; }