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Minimum sum subsequence such that at least one of every four consecutive elements is picked
• Difficulty Level : Medium
• Last Updated : 26 Apr, 2021

Given an array arr[] of positive integers. The task is to find minimum sum subsequence from the array such that at least one value among all groups of four consecutive elements is picked.

Examples :

```Input: arr[] = {1, 2, 3, 4, 5, 6, 7, 8}
Output: 6
6 is sum of output subsequence {1, 5}
Note that we have following subarrays of four
consecutive elements
{(1, 2, 3, 4),
(2, 3, 4, 5),
(3, 4, 5, 6)
(4, 5, 6, 7)
(5, 6, 7, 8)}
Our subsequence {1, 5} has an element from
all above groups of four consecutive elements.
And this subsequence is minimum sum such
subsequence.

Input : arr[] = {1, 2, 3, 3, 4, 5, 6, 1}
Output : 4
The subsequence is {3, 1}. Here we consider
second three.

Input: arr[] = {1, 2, 3, 2, 1}
Output: 2
The subsequence can be {1, 1} or {2}

Input: arr[] = {6, 7, 8}
Output: 6

Input: arr[] = {6, 7}
Output: 6```

The idea is similar to LIS problem. We store minimum sum subsequence ending with every element of arr[]. We finally return minimum of last four values.

```dp[i] stores minimum sum subsequence (with at least
one of every four consecutive elements) of arr[0..i]
such that arr[i] is part of the solution. Note that
this may not be the best solution for subarray
arr[0..i].

We can recursively compute dp[i] using below formula
dp[i] = arr[i] + min(dp[i-1], dp[i-2], dp[i-3], dp[i-4])

Finally we return minimum of dp[n-1], dp[n-2],
dp[n-4] and dp[n-3]```

Below is the implementation of above idea.

## C++

 `// C++ program to find minimum sum subsequence``// of an array such that one of every four``// consecutive elements is picked.``#include ``using` `namespace` `std;` `// Returns sum of minimum sum subsequence``// such that one of every four consecutive``// elements is picked from arr[].``int` `minSum(``int` `arr[], ``int` `n)``{``    ``// dp[i] is going to store minimum sum``    ``// subsequence of arr[0..i] such that arr[i]``    ``// is part of the solution. Note that this``    ``// may not be the best solution for subarray``    ``// arr[0..i]``    ``int` `dp[n];` `    ``// If there is single value, we get the``    ``// minimum sum equal to arr[0]``    ``if` `(n == 1)``        ``return` `arr[0];` `    ``// If there are two values, we get the``    ``// minimum sum equal to the minimum of``    ``// two values``    ``if` `(n == 2)``        ``return` `min(arr[0], arr[1]);` `    ``// If there are three values, return``    ``// minimum of the three elements of``    ``// array``    ``if` `(n == 3)``        ``return` `min(arr[0], min(arr[1], arr[2]));` `    ``// If there are four values, return minimum``    ``// of the four elements of array``    ``if` `(n == 4)``        ``return` `min(min(arr[0], arr[1]),``                   ``min(arr[2], arr[3]));` `    ``dp[0] = arr[0];``    ``dp[1] = arr[1];``    ``dp[2] = arr[2];``    ``dp[3] = arr[3];` `    ``for` `(``int` `i = 4; i < n; i++)``        ``dp[i] = arr[i] + min(min(dp[i - 1], dp[i - 2]),``                             ``min(dp[i - 3], dp[i - 4]));` `    ``// Return the minimum of last 4 index``    ``return` `min(min(dp[n - 1], dp[n - 2]),``               ``min(dp[n - 4], dp[n - 3]));``}` `// Driver code``int` `main()``{``    ``int` `arr[] = { 1, 2, 3, 3, 4, 5, 6, 1 };``    ``int` `n = ``sizeof``(arr) / ``sizeof``(arr[0]);``    ``cout << minSum(arr, n);``    ``return` `0;``}`

## Java

 `// Java program to find minimum sum subsequence``// of an array such that one of every four``// consecutive elements is picked.``import` `java.io.*;` `class` `GFG {` `    ``// Returns sum of minimum sum subsequence``    ``// such that one of every four consecutive``    ``// elements is picked from arr[].``    ``static` `int` `minSum(``int``[] arr, ``int` `n)``    ``{``        ``// dp[i] is going to store minimum sum``        ``// subsequence of arr[0..i] such that arr[i]``        ``// is part of the solution. Note that this``        ``// may not be the best solution for subarray``        ``// arr[0..i]``        ``int``[] dp = ``new` `int``[n];` `        ``// If there is single value, we get the``        ``// minimum sum equal to arr[0]``        ``if` `(n == ``1``)``            ``return` `arr[``0``];` `        ``// If there are two values, we get the``        ``// minimum sum equal to the minimum of``        ``// two values``        ``if` `(n == ``2``)``            ``return` `Math.min(arr[``0``], arr[``1``]);` `        ``// If there are three values, return``        ``// minimum of the three elements of``        ``// array``        ``if` `(n == ``3``)``        ``return` `Math.min(arr[``0``], Math.min(arr[``1``], arr[``2``]));` `        ``// If there are four values, return minimum``        ``// of the four elements of array``        ``if` `(n == ``4``)``            ``return` `Math.min(Math.min(arr[``0``], arr[``1``]),``                            ``Math.min(arr[``2``], arr[``3``]));` `        ``dp[``0``] = arr[``0``];``        ``dp[``1``] = arr[``1``];``        ``dp[``2``] = arr[``2``];``        ``dp[``3``] = arr[``3``];` `        ``for` `(``int` `i = ``4``; i < n; i++)``        ``dp[i] = arr[i] + Math.min(Math.min(dp[i - ``1``], dp[i - ``2``]),``                         ``Math.min(dp[i - ``3``], dp[i - ``4``]));` `        ``// Return the minimum of last 4 index``        ``return` `Math.min(Math.min(dp[n - ``1``], dp[n - ``2``]),``                        ``Math.min(dp[n - ``4``], dp[n - ``3``]));``    ``}` `    ``// Driver code``    ``static` `public` `void` `main(String[] args)``    ``{``        ``int``[] arr = { ``1``, ``2``, ``3``, ``3``, ``4``, ``5``, ``6``, ``1` `};``        ``int` `n = arr.length;``        ``System.out.println(minSum(arr, n));``    ``}``}` `// This Code is contributed by vt_m.`

## Python3

 `# Python 3 program to find minimum sum``# subsequence of an array such that one``# of every four consecutive elements is picked.` `# Returns sum of minimum sum subsequence``# such that one of every four consecutive``# elements is picked from arr[].``def` `minSum(arr, n):` `    ``# dp[i] is going to store minimum sum``    ``# subsequence of arr[0..i] such that``    ``# arr[i] is part of the solution. Note``    ``# that this may not be the best solution``    ``# for subarray arr[0..i]``    ``dp ``=` `[``0``] ``*` `n` `    ``# If there is single value, we get``    ``# the minimum sum equal to arr[0]``    ``if` `(n ``=``=` `1``):``        ``return` `arr[``0``]` `    ``# If there are two values, we get the``    ``# minimum sum equal to the minimum of``    ``# two values``    ``if` `(n ``=``=` `2``):``        ``return` `min``(arr[``0``], arr[``1``])` `    ``# If there are three values, return``    ``# minimum of the three elements of``    ``# array``    ``if` `(n ``=``=` `3``):``        ``return` `min``(arr[``0``],``               ``min``(arr[``1``], arr[``2``]))` `    ``# If there are four values,``    ``# return minimum of the four``    ``# elements of array``    ``if` `(n ``=``=` `4``):``        ``return` `min``(``min``(arr[``0``], arr[``1``]),``                   ``min``(arr[``2``], arr[``3``]))` `    ``dp[``0``] ``=` `arr[``0``]``    ``dp[``1``] ``=` `arr[``1``]``    ``dp[``2``] ``=` `arr[``2``]``    ``dp[``3``] ``=` `arr[``3``]` `    ``for` `i ``in` `range``( ``4``, n):``        ``dp[i] ``=` `arr[i] ``+` `min``(``min``(dp[i ``-` `1``], dp[i ``-` `2``]),``                             ``min``(dp[i ``-` `3``], dp[i ``-` `4``]))` `    ``# Return the minimum of last 4 index``    ``return` `min``(``min``(dp[n ``-` `1``], dp[n ``-` `2``]),``                ``min``(dp[n ``-` `4``], dp[n ``-` `3``]))` `# Driver code``if` `__name__ ``=``=` `"__main__"``:``    ` `    ``arr ``=` `[ ``1``, ``2``, ``3``, ``3``, ``4``, ``5``, ``6``, ``1` `]``    ``n ``=` `len``(arr)``    ``print``(minSum(arr, n))` `# This code is contributed by ita_c`

## C#

 `// C# program to find minimum sum subsequence``// of an array such that one of every four``// consecutive elements is picked.``using` `System;` `class` `GFG {` `    ``// Returns sum of minimum sum subsequence``    ``// such that one of every four consecutive``    ``// elements is picked from arr[].``    ``static` `int` `minSum(``int``[] arr, ``int` `n)``    ``{``        ``// dp[i] is going to store minimum sum``        ``// subsequence of arr[0..i] such that arr[i]``        ``// is part of the solution. Note that this``        ``// may not be the best solution for subarray``        ``// arr[0..i]``        ``int``[] dp = ``new` `int``[n];` `        ``// If there is single value, we get the``        ``// minimum sum equal to arr[0]``        ``if` `(n == 1)``            ``return` `arr[0];` `        ``// If there are two values, we get the``        ``// minimum sum equal to the minimum of``        ``// two values``        ``if` `(n == 2)``            ``return` `Math.Min(arr[0], arr[1]);` `        ``// If there are three values, return``        ``// minimum of the three elements of``        ``// array``        ``if` `(n == 3)``            ``return` `Math.Min(arr[0], Math.Min(arr[1], arr[2]));` `        ``// If there are four values, return minimum``        ``// of the four elements of array``        ``if` `(n == 4)``            ``return` `Math.Min(Math.Min(arr[0], arr[1]),``                            ``Math.Min(arr[2], arr[3]));` `        ``dp[0] = arr[0];``        ``dp[1] = arr[1];``        ``dp[2] = arr[2];``        ``dp[3] = arr[3];` `        ``for` `(``int` `i = 4; i < n; i++)``            ``dp[i] = arr[i] + Math.Min(Math.Min(dp[i - 1], dp[i - 2]),``                             ``Math.Min(dp[i - 3], dp[i - 4]));` `        ``// Return the minimum of last 4 index``        ``return` `Math.Min(Math.Min(dp[n - 1], dp[n - 2]),``                        ``Math.Min(dp[n - 4], dp[n - 3]));``    ``}` `    ``// Driver code``    ``static` `public` `void` `Main()``    ``{``        ``int``[] arr = { 1, 2, 3, 3, 4, 5, 6, 1 };``        ``int` `n = arr.Length;``        ``Console.WriteLine(minSum(arr, n));``    ``}``}` `// This code is contributed by vt_m.`

## Javascript

 ``

Output:

`4`

Alternate Solution :
First of all, think that we have only four elements then our result is at least four given elements. Now, in the case, if we have more than four elements then we must maintain an array sum[] where sum[i] includes the possible minimal sum up to i-th element and also i-th element must be a part of the solution.
While computing sum[i], our base condition is that arr[i] must be a part of sum[i] and then we must have an element from last four elements. So, we can recursively compute sum[i] as sum of arr[i] and minimum (sum[i-1], sum[i-2], sum[i-3], sum[i-4]). Since there are overlapping subproblems in the recursive structure of our problem, we can use Dynamic Programming to solve this problem. And for the final result we must compute minimum of last four values of sum[] array as result must contain an element from last four elements.

## C++

 `// CPP program to calculate``// minimum possible sum  for given constraint``#include ``typedef` `long` `long` `ll;``using` `namespace` `std;` `// function to calculate min sum using dp``int` `minSum(``int` `ar[], ``int` `n)``{``    ``// if elements are less than or equal to 4``    ``if` `(n <= 4)``        ``return` `*min_element(ar, ar + n);` `    ``// save start four element as it is``    ``int` `sum[n];``    ``sum[0] = ar[0];``    ``sum[1] = ar[1];``    ``sum[2] = ar[2];``    ``sum[3] = ar[3];` `    ``// compute sum[] for all rest elements``    ``for` `(``int` `i = 4; i < n; i++)``        ``sum[i] = ar[i] + (*min_element(sum + i - 4, sum + i));` `    ``// Since one of the last 4 elements must be``    ``// present``    ``return` `*min_element(sum + n - 4, sum + n);``}` `// driver program``int` `main()``{``    ``int` `ar[] = { 2, 4, 1, 5, 2, 3, 6, 1, 2, 4 };``    ``int` `n = ``sizeof``(ar) / ``sizeof``(ar[0]);``    ``cout << ``"Minimum sum = "` `<< minSum(ar, n);``    ``return` `0;``}`

## Java

 `// Java program to calculate``// minimum possible sum for given constraint``import` `java.util.Arrays;` `class` `GFG``{` `// function to calculate min sum using dp``static` `int` `minSum(``int` `ar[], ``int` `n)``{``    ``// if elements are less than or equal to 4``    ``if` `(n <= ``4``)``        ``return` `Arrays.stream(ar).min().getAsInt();` `    ``// save start four element as it is``    ``int` `[]sum = ``new` `int``[n];``    ``sum[``0``] = ar[``0``];``    ``sum[``1``] = ar[``1``];``    ``sum[``2``] = ar[``2``];``    ``sum[``3``] = ar[``3``];` `    ``// compute sum[] for all rest elements``    ``for` `(``int` `i = ``4``; i < n; i++)``        ``//sum[i] = ar[i] + (*min_element(sum + i - 4, sum + i));``        ``sum[i] = ar[i] + Arrays.stream(Arrays.copyOfRange(``                           ``sum, i - ``4``, i)).min().getAsInt();` `    ``// Since one of the last 4 elements must be``    ``// present``    ``return` `Arrays.stream(Arrays.copyOfRange(``            ``sum, n - ``4``, n)).min().getAsInt();``}` `// Driver Code``public` `static` `void` `main(String[] args)``{``    ``int` `ar[] = { ``2``, ``4``, ``1``, ``5``, ``2``, ``3``, ``6``, ``1``, ``2``, ``4` `};``    ``int` `n = ar.length;``    ``System.out.println(``"Minimum sum = "` `+ minSum(ar, n));``}``}` `// This code is contributed by PrinciRaj1992`

## Python3

 `# Python3 program to calculate``# minimum possible sum for given constraint` `# function to calculate min sum using dp``def` `minSum(ar, n):``    ` `    ``# if elements are less than or equal to 4``    ``if` `(n <``=` `4``):``        ``return` `min``(ar)` `    ``# save start four element as it is``    ``sum` `=` `[``0` `for` `i ``in` `range``(n)]``    ``sum``[``0``] ``=` `ar[``0``]``    ``sum``[``1``] ``=` `ar[``1``]``    ``sum``[``2``] ``=` `ar[``2``]``    ``sum``[``3``] ``=` `ar[``3``]` `    ``# compute sum[] for all rest elements``    ``for` `i ``in` `range``(``4``, n):``        ``sum``[i] ``=` `ar[i] ``+` `min``(``sum``[i ``-` `4``:i])` `    ``# Since one of the last 4 elements must be``    ``# present``    ``return` `min``(``sum``[n ``-` `4``:n])` `# Driver Code``ar ``=` `[``2``, ``4``, ``1``, ``5``, ``2``, ``3``, ``6``, ``1``, ``2``, ``4``]``n ``=` `len``(ar)``print``(``"Minimum sum = "``, minSum(ar, n))` `# This code is contributed by Mohit Kumar`

## C#

 `// C# program to calculate``// minimum possible sum for given constraint``using` `System;``using` `System.Linq;` `class` `GFG``{` `// function to calculate min sum using dp``static` `int` `minSum(``int` `[]ar, ``int` `n)``{``    ``// if elements are less than or equal to 4``    ``if` `(n <= 4)``        ``return` `ar.Min();` `    ``// save start four element as it is``    ``int` `[]sum = ``new` `int``[n];``    ``sum[0] = ar[0];``    ``sum[1] = ar[1];``    ``sum[2] = ar[2];``    ``sum[3] = ar[3];``    ``int` `[]tempArr;``    ` `    ``// compute sum[] for all rest elements``    ``for` `(``int` `i = 4; i < n; i++)``    ``{``        ``//sum[i] = ar[i] + (*min_element(sum + i - 4, sum + i));``        ``tempArr = ``new` `int``[4];``        ``Array.Copy(sum, i - 4, tempArr, 0, 4);``        ``sum[i] = ar[i] + tempArr.Min();``    ``}``    ` `    ``// Since one of the last 4 elements must be``    ``// present``    ``tempArr = ``new` `int``[4];``    ``Array.Copy(sum,n-4,tempArr,0,4);``    ``return` `tempArr.Min();``}` `// Driver Code``public` `static` `void` `Main(String[] args)``{``    ``int` `[]ar = { 2, 4, 1, 5, 2, 3, 6, 1, 2, 4 };``    ``int` `n = ar.Length;``    ``Console.WriteLine(``"Minimum sum = "` `+``                         ``minSum(ar, n));``}``}` `// This code is contributed by Rajput-Ji`

## Javascript

 ``

Output:

`Minimum sum = 4`

Time Complexity: O(n).

Thanks to Shivam Pradhan (anuj_charm) for providing this alternate solution.
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