Showing posts with label matrix. Show all posts
Showing posts with label matrix. Show all posts

Wednesday 25 July 2012

Given a 2–d matrix , which has only 1’s and 0’s in it. Find the total number of connected sets in that matrix.



Explanation:
Connected set can be defined as group of cell(s) which has 1 mentioned on it and have at least one other cell in that set with which they share the neighbor relationship. A cell with 1 in it and no surrounding neighbor having 1 in it can be considered as a set with one cell in it. Neighbors can be defined as all the cells adjacent to the given cell in 8 possible directions ( i.e N , W , E , S , NE , NW , SE , SW direction ). A cell is not a neighbor of itself.


Input format :

First line of the input contains T , number of test-cases.
Then follow T testcases. Each testcase has given format.
N [ representing the dimension of the matrix N X N ].
Followed by N lines , with N numbers on each line.



Ouput format :

For each test case print one line ,  number of connected component it has.

Sample Input :

4
4
0 0 1 0
1 0 1 0
0 1 0 0
1 1 1 1
4
1 0 0 1
0 0 0 0
0 1 1 0
1 0 0 1
5
1 0 0 1 1
0 0 1 0 0
0 0 0 0 0
1 1 1 1 1
0 0 0 0 0
8
0 0 1 0 0 1 0 0
1 0 0 0 0 0 0 1
0 0 1 0 0 1 0 1
0 1 0 0 0 1 0 0
1 0 0 0 0 0 0 0
0 0 1 1 0 1 1 0
1 0 1 1 0 1 1 0
0 0 0 0 0 0 0 0

Sample output :

1
3
3
9

Constraint :

0 < T < 6 
0 < N < 1009 


=================WORKING CODE=================

#include<stdio.h>

int count_connected_set(int A[1015][1015],int i,int j,int n)
{
    A[i][j]=2;
    if(A[i-1][j-1]==1 && i>0 && j>0 && i<=n && j<=n )     //NW
        count_connected_set(A,i-1,j-1,n);
    if(A[i-1][j]==1 && i>0 && j>0 && i<=n && j<=n)       //N
        count_connected_set(A,i-1,j,n);
    if(A[i-1][j+1]==1 && i>0 && j>0 && i<=n && j<=n)//   //NE
        count_connected_set(A,i-1,j+1,n);
    if(A[i][j-1]==1 && i>0 && j>0 && i<=n && j<=n)       //W
        count_connected_set(A,i,j-1,n);
    if(A[i][j+1]==1 && i>0 && j>0 && i<=n && j<=n)       //E
        count_connected_set(A,i,j+1,n);
    if(A[i+1][j-1]==1 && i>0 && j>0 && i<=n && j<=n)     //SW
        count_connected_set(A,i+1,j-1,n);
    if(A[i+1][j]==1 && i>0 && j>0 && i<=n && j<=n)       //S
        count_connected_set(A,i+1,j,n);
    if(A[i+1][j+1]==1 && i>0 && j>0 && i<=n && j<=n)     //SE
        count_connected_set(A,i+1,j+1,n);
return 1;
}// end of count_connected_set()

int main()
{
    int i,j,t,k,n,A[1015][1015],count;
    scanf("%d",&t);
    while(t--)
    {
        scanf("%d",&n);
        for(i=1;i<=n;i++)
            for(j=1;j<=n;j++)
                scanf("%d",&A[i][j]); // geting input a test case;
        count =0;
        for(i=1;i<=n;i++)
        {
            for(j=1;j<=n;j++)
                if(A[i][j]==1)
                    if(count_connected_set(A,i,j,n))
                        count++;
        }// of for
        printf("%d\n",count);
    }// end of while
return 0;
}


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