Partition Array into 3 Subarrays to maximise the product of sums

[ad_1]

View Dialogue

Enhance Article

Save Article

Like Article

View Dialogue

Enhance Article

Save Article

Like Article

You might be given an array A[] of dimension N, the duty is to divide the array into precisely three subarrays such that each aspect belongs to precisely one subarray such that the product of the sum of the subarrays is the utmost.

Examples:

Enter: N = 4, A[] = { 1, 2, 2, 3}
Output: 18
Rationalization: The optimum partitions are {1, 2}, {2}, {3}

Enter: N = 3, A[] = { 3, 5, 7}
Output: 105
Rationalization: There is just one doable partition {3}, {5}, {7}.

Method: This drawback may be solved utilizing the idea of sliding window and prefix-suffix array.

First, calculate the utmost product of two subarrays contemplating the dimensions of the array from 0 to N ranging from proper. Now as soon as we now have the utmost product of two subarrays then the third subarray will likely be on the left facet.

For instance, if we now have calculated the utmost product of two subarrays for all of the arrays ranging from i to N the place 0 < i < N – 1 then the third subarray will likely be subarray from 0 to i. And now we will calculate the utmost product of those two subarrays to get most product of three subarrays.

Observe the steps talked about beneath to implement the thought.

  • Create a suffix array of dimension N.
  • Create two variables x and y to retailer the sum of the primary two subarrays and initialize them as A[N-2] and A[N-1].
  • Initialize suff[N-1] because the product of x and y.
  • Now develop the subarray with sum x by 1 and preserve sliding the subarray with sum y in the direction of the subarray with sum x till suff[i] is lower than x*y and replace suff[i] as x*y.
  • Lastly, run a loop to calculate the utmost product between subarray 0 to i and the utmost product of two subarrays from i to N i.e. suff[i].

Beneath is the implementation of the above method:

C++

#embrace <bits/stdc++.h>

utilizing namespace std;

  

lengthy lengthy subarrayProduct(int n, int a[])

{

    

    

    vector<lengthy lengthy> suff(n, 0);

  

    lengthy lengthy x = a[n - 2], y = a[n - 1];

    suff[n - 2] = x * y;

    int j = n - 1;

  

    

    for (int i = n - 3; i >= 0; i--) {

        x += a[i];

        suff[i] = x * y;

        whereas (suff[i] < (x - a[j - 1]) * (y + a[j - 1])) {

            j--;

            x -= a[j];

            y += a[j];

            suff[i] = x * y;

        }

    }

    lengthy lengthy l = 0, ans = 0;

  

    

    for (int i = 0; i + 2 < n; i++) {

        l += a[i];

        ans = max(ans, l * suff[i + 1]);

    }

    return ans;

}

  

int foremost()

{

    int A[] = { 1, 2, 2, 3 };

    int N = sizeof(A) / sizeof(A[0]);

  

    

    cout << subarrayProduct(N, A) << endl;

    return 0;

}

Time Complexity: O(N)
Auxiliary House: O(N)

[ad_2]

Leave a Reply

Your email address will not be published. Required fields are marked *