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Matrix Chain Multiplication Dynamic Programming Implementation with trace
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#include <algorithm> | |
#include <iostream> | |
#include <vector> | |
#include <climits> | |
#include <string> | |
using namespace std; | |
vector<int> rc; | |
vector< vector<int> > DP, splits; | |
string mult(int i, int j) | |
{ | |
if (i == j) { | |
return to_string(i); // Basis | |
} else { | |
int k = splits[i][j]; | |
string X = mult(i, k); | |
string Y = mult(k + 1, j); | |
cout << "multiply " << X << " and " << Y << endl; | |
return "(" + X + "*" + Y + ")"; | |
} | |
} | |
int main() | |
{ | |
int c; cin >> c; | |
int n = c - 1; | |
rc = vector<int>(c + 1, -1); | |
DP = splits = vector< vector<int> >(c, vector<int>(c, 0)); | |
int x; | |
// for every matrix i, rc[i] is row and rc[i+1] is column | |
for (int i = 1; i <= c; i++) { | |
cin >> x; | |
rc[i] = x; | |
} | |
for (int w = n; w > 0; w--) { | |
int p = n - w; | |
for (int j = n; j > p; j--) { | |
int i = j - p - 1; | |
DP[i][j] = INT_MAX; | |
for (int k = i; k < j; k++) { | |
int ops = DP[i][k] + DP[k + 1][j] + rc[i] * rc[k + 1] * rc[j + 1]; | |
if (ops < DP[i][j]) { | |
DP[i][j] = ops; | |
splits[i][j] = k; | |
} | |
} | |
} | |
} | |
cout << mult(1, n); | |
} |
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