Here are three matrices A, B, and C. Let you determine whether a * B is equal to C.
A random group of data, and then determine whether it is equal after multiplying A and B with multiplication C.
I think this algorithm is not rigorous ,,,
Matrix Multiplication
Time limit:2000 ms |
|
Memory limit:65536 K |
Total submissions:16255 |
|
Accepted:3515 |
Description
You are given threeN×NMatricesA,BAndC. Does the equationA×B=CHold true?
Input
The first line of input contains a positive integerN(NLess than or equal to 500) followed by the three matricesA,BAndCRespectively. Each matrix's description is a block of n × n integers.
It guarantees that the elementsAAndBAre less than 100 in absolute value and elementsCAre less than 10,000,000 in absolute value.
Output
Output "yes" if the equation holds true, otherwise "no ".
Sample Input
21 02 35 10 85 110 26
Sample output
YES
Hint
Multiple inputs will be tested. So O (N3) algorithm will get TLE.
#include <stdio.h>#include <string.h>#include <iostream>#include <algorithm>#include <time.h>#include <vector>#include <queue>#include <set>#include <map>#include <string>#include <math.h>#include <stdlib.h>#define max( x, y ) ( ((x) > (y)) ? (x) : (y) )#define min( x, y ) ( ((x) < (y)) ? (x) : (y) )#define Mod 1000000007#define LL long longusing namespace std;const int maxn = 510;int a[maxn][maxn];int b[maxn][maxn];int c[maxn][maxn];int f[maxn];int aa[maxn];int bb[maxn];int cc[maxn];int main(){ int n; cin >>n; memset(aa, 0, sizeof(aa)); memset(bb, 0, sizeof(bb)); memset(cc, 0, sizeof(cc)); for(int i = 0; i < n; i++) for(int j = 0; j < n; j++) scanf("%d",&a[i][j]); for(int i = 0; i < n; i++) for(int j = 0; j < n; j++) scanf("%d",&b[i][j]); for(int i = 0; i < n; i++) for(int j = 0; j < n; j++) scanf("%d",&c[i][j]); srand((unsigned int)time(0)); for(int i = 0; i < n; i++) f[i] = rand()%100; for(int i = 0; i < n; i++) { for(int j = 0; j < n; j++) { bb[i] += b[i][j]*f[j]; cc[i] += c[i][j]*f[j]; } } for(int i = 0; i < n; i++) for(int j = 0; j < n; j++) aa[i] += a[i][j]*bb[j]; int flag = 0; for(int i = 0; i < n; i++) { if(aa[i] != cc[i]) { flag = 1; break; } } if(flag) cout<<"NO"<<endl; else cout<<"YES"<<endl;}