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Given a NxN matrix, find a MxM submatrix, where M=1, such that the sum of all elements of the matrix MxM is maximum. The input to the matrix NxN can contain zero, positive integer, and negative integer values.
Input: {{1, 1, 1, 1, 1}, {2, 2, 2, 2, 2}, {3, 3, 3, 3, 3}, {4, 4, 4, 4, 4}, {5, 5, 5, 5, 5} } Output: 4 4 5 5
The above problem can be solved by a simple solution, we can take the entire matrix NxN and then find out all possible MxM matrices and find their sum, then print the MxM matrix with the largest sum. This method is simple but requires O(N^2.M^2) time complexity, so we try to find a method with less time complexity.
Start Step 1 -> Declare Function void matrix(int arr[][size], int k) IF k>size Return Declare int array[size][size] Loop For int j=0 and j<size and j++ Set sum=0 Loop for int i=0 and i<k and i++ Set sum=sum + arr[i][j] End Set array[0][j]=sum Loop For int i=1 and i<size-k+1 and i++ Set sum=sum+(arr[i+k-1]][j]-arr[i-1][j] Set arrayi][j]=sum End Set int maxsum = INT_MIN and *pos = NULL Loop For int i=0 and i<size-k+1 and i++) Set int sum = 0 Loop For int j = 0 and j<k and j++ Set sum += array[i][j] End If sum > maxsum Set maxsum = sum Set pos = &(arr[i][0]) End Loop For int j=1 and j<size-k+1 and j++ Set sum += (array[i][j+k-1] - array[i][j-1]) IF sum > maxsum Set maxsum = sum Set pos = &(arr[i][j]) End End End Loop For int i=0 and i<k and i++ Loop For int j=0 and j<k and j++ Print *(pos + i*size + j) End Print </p><p> End Step 2 -> In main() Declare int array[size][size] = {{1, 1, 1, 1, 1}, {2, 2, 2, 2, 2}, {3, 3, 3, 3, 3}, {4, 4, 4, 4, 4}, {5, 5, 5, 5, 5}} Declare int k = 2 Call matrix(array, k) Stop
#include <bits/stdc++.h> using namespace std; #define size 5 void matrix(int arr[][size], int k){ if (k > size) return; int array[size][size]; for (int j=0; j<size; j++){ int sum = 0; for (int i=0; i<k; i++) sum += arr[i][j]; array[0][j] = sum; for (int i=1; i<size-k+1; i++){ sum += (arr[i+k-1][j] - arr[i-1][j]); array[i][j] = sum; } } int maxsum = INT_MIN, *pos = NULL; for (int i=0; i<size-k+1; i++){ int sum = 0; for (int j = 0; j<k; j++) sum += array[i][j]; if (sum > maxsum){ maxsum = sum; pos = &(arr[i][0]); } for (int j=1; j<size-k+1; j++){ sum += (array[i][j+k-1] - array[i][j-1]); if (sum > maxsum){ maxsum = sum; pos = &(arr[i][j]); } } } for (int i=0; i<k; i++){ for (int j=0; j<k; j++) cout << *(pos + i*size + j) << " "; cout << endl; } } int main(){ int array[size][size] = { {1, 1, 1, 1, 1}, {2, 2, 2, 2, 2}, {3, 3, 3, 3, 3}, {4, 4, 4, 4, 4}, {5, 5, 5, 5, 5}, }; int k = 2; matrix(array, k); return 0; }
If we run the above program then it will generate the following output
4 4 5 5
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