-
Notifications
You must be signed in to change notification settings - Fork 45
/
matrix_chain_multiplication_usingdp.cpp
62 lines (46 loc) · 1.3 KB
/
matrix_chain_multiplication_usingdp.cpp
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
#include<iostream>
#include<limits.h>
using namespace std;
// Matrix Ai has dimension p[i-1] x p[i] for i = 1..n
int MatrixChainMultiplication(int p[], int n)
{
int m[n][n];
int i, j, k, L, q;
for (i=1; i<n; i++)
m[i][i] = 0; //number of multiplications are 0(zero) when there is only one matrix
//Here L is chain length. It varies from length 2 to length n.
for (L=2; L<n; L++)
{
for (i=1; i<n-L+1; i++)
{
j = i+L-1;
m[i][j] = INT_MAX; //assigning to maximum value
for (k=i; k<=j-1; k++)
{
q = m[i][k] + m[k+1][j] + p[i-1]*p[k]*p[j];
if (q < m[i][j])
{
m[i][j] = q; //if number of multiplications found less that number will be updated.
}
}
}
}
return m[1][n-1]; //returning the final answer which is M[1][n]
}
int main()
{
int n,i;
cout<<"Enter number of matrices\n";
cin>>n;
n++;
int arr[n];
cout<<"Enter dimensions \n";
for(i=0;i<n;i++)
{
cout<<"Enter d"<<i<<" :: ";
cin>>arr[i];
}
int size = sizeof(arr)/sizeof(arr[0]);
cout<<"Minimum number of multiplications is "<<MatrixChainMultiplication(arr, size));
return 0;
}