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Minimum difference between max and min of all K-size subsets

Given an array of integer values, we need to find the minimum difference between maximum and minimum of all possible K-length subsets.

Examples :

Input : arr[] = [3, 5, 100, 101, 102]
        K = 3
Output : 2

Explanation : Possible subsets of K-length with
their differences are,
[3 5 100]  max min diff is (100 - 3) = 97
[3 5 101]  max min diff is (101 - 3) = 98
[3 5 102]  max min diff is (102 - 3) = 99
[3 100 101]  max min diff is (101 - 3) = 98
[3 100 102]  max min diff is (102 - 3) = 99
[3 101 102]  max min diff is (102 - 3) = 98
[5 100 101]  max min diff is (101 - 5) = 96
[5 100 102]  max min diff is (102 - 5) = 97
[5 101 102]  max min diff is (102 - 5) = 97
[100 101 102] max min diff is (102 - 100) = 2
As the minimum difference is 2, it should 
be the answer for given array.

Input : arr[] = {5, 1, 10, 6}
        k = 2
Output : 1

We get the above result considering subset
{5, 6}



We can solve this problem without iterating over all possible subsets by observing the fact that our result subset will always be consecutive, once we sort the given array. The reason is sorting brings value-wise close elements together.
We can prove above fact as follows – Suppose we chose number a1, a2, a3 … aK which are in increasing order but not continuous, then our difference will be (aK – a1) but if we include the number which was not taken earlier (let aR) then our K length subset will be a2, a3, … aR, …. aK. In this case, our difference will (aK – a2) which must be smaller than (aK – a1) because a2 > a1. So we can say that the subset which will contain our answer will always be consecutive in sorted array.
Stating above fact, for solving the problem first we sort the array then we will iterate over first (N – K) elements and each time we will take the difference between elements which are K distant apart and our final answer will be minimum of them.

C++

// C++ program to find minimum difference
// between max and min of all subset of K size
#include <bits/stdc++.h>
  
using namespace std;
  
// returns min difference between max
// and min of any K-size subset
int minDifferenceAmongMaxMin(int arr[], int N, int K)
{
    // sort the array so that close
    // elements come together.
    sort(arr, arr + N);
  
    // initialize result by a big integer number
    int res = INT_MAX;
  
    // loop over first (N - K) elements
    // of the array only
    for (int i = 0; i <= (N - K); i++)
    {
        // get difference between max and
        // min of current K-sized segment
        int curSeqDiff = arr[i + K - 1] - arr[i];
        res = min(res, curSeqDiff);
    }
  
    return res;
}
  
// Driver code
int main()
    {
        int arr[] = {10, 20, 30, 100, 101, 102};
        int N = sizeof(arr) / sizeof(arr[0]);
  
        int K = 3;
         cout << minDifferenceAmongMaxMin(arr, N, K);
        return 0;
    }

Java

// Java program to find minimum difference
// between max and min of all subset of
// K size
import java.util.Arrays;
  
class GFG 
{
      
    // returns min difference between max
    // and min of any K-size subset
    static int minDifferenceAmongMaxMin(int arr[],
                                    int N, int K)
    {
          
        // sort the array so that close
        // elements come together.
        Arrays.sort(arr);
      
        // initialize result by 
        // a big integer number
        int res = 2147483647;
      
        // loop over first (N - K) elements
        // of the array only
        for (int i = 0; i <= (N - K); i++)
        {
              
            // get difference between max and 
            // min of current K-sized segment
            int curSeqDiff = arr[i + K - 1] - arr[i];
            res = Math.min(res, curSeqDiff);
        }
      
        return res;
    }
      
    // Driver code
    public static void main(String[] args)
    {
        int arr[] = {10, 20, 30, 100, 101, 102};
        int N = arr.length;
      
        int K = 3;
        System.out.print(
            minDifferenceAmongMaxMin(arr, N, K));
    }
}
  
// This code is contributed by Anant Agarwal.

Python3

# Python3 program to find minimum
# difference between max and min
# of all subset of K size
  
# Returns min difference between max
# and min of any K-size subset
def minDifferenceAmongMaxMin(arr, N, K):
  
    # sort the array so that close
    # elements come together.
    arr.sort()
  
    # initialize result by a
    # big integer number
    res = 2147483647
  
    # loop over first (N - K) elements
    # of the array only
    for i in range((N - K) + 1):
          
        # get difference between max and min 
        # of current K-sized segment
        curSeqDiff = arr[i + K - 1] - arr[i]
        res = min(res, curSeqDiff)
      
    return res
      
# Driver Code
arr = [10, 20, 30, 100, 101, 102]
N = len(arr)
K = 3
print(minDifferenceAmongMaxMin(arr, N, K))
  
# This code is contributed by Anant Agarwal.

C#

// C# program to find minimum difference
// between max and min of all subset of
// K size
using System;
  
class GFG 
{
      
    // returns min difference between max
    // and min of any K-size subset
    static int minDifferenceAmongMaxMin(int []arr,
                                    int N, int K)
    {
          
        // sort the array so that close
        // elements come together.
        Array.Sort(arr);
      
        // initialize result by 
        // a big integer number
        int res = 2147483647;
      
        // loop over first (N - K) elements
        // of the array only
        for (int i = 0; i <= (N - K); i++)
        {
              
            // get difference between max and 
            // min of current K-sized segment
            int curSeqDiff = arr[i + K - 1] - arr[i];
            res = Math.Min(res, curSeqDiff);
        }
      
        return res;
    }
      
    // Driver code
    public static void Main()
    {
        int []arr= {10, 20, 30, 100, 101, 102};
        int N = arr.Length;
      
        int K = 3;
    Console.Write(
            minDifferenceAmongMaxMin(arr, N, K));
    }
}
  
// This code is contributed by nitin mittal

PHP

<?php
// PHP program to find minimum difference
// between max and min of all subset
// of K size
  
// returns min difference between max
// and min of any K-size subset
function minDifferenceAmongMaxMin($arr, $N,
                                        $K)
{
    $INT_MAX = 2;
      
    // sort the array so that close
    // elements come together.
    sort($arr); sort($arr , $N);
  
    // initialize result by a 
    // big integer number
    $res = $INT_MAX;
  
    // loop over first (N - K) elements
    // of the array only
    for ($i = 0; $i <= ($N - $K); $i++)
    {
          
        // get difference between max and
        // min of current K-sized segment
        $curSeqDiff = $arr[$i + $K - 1] - 
                               $arr[$i];
        $res = min($res, $curSeqDiff);
    }
  
    return $res;
}
  
    // Driver Code
    $arr = array(10, 20, 30, 100, 101, 102);
    $N = sizeof($arr);
  
    $K = 3;
    echo minDifferenceAmongMaxMin($arr, $N, $K);
      
// This code is contributed by Nitin Mittal.
?>


Output:

2

Time Complexity: O(n Log n)

Please write comments if you find anything incorrect, or you want to share more information about the topic discussed above.



This article is attributed to GeeksforGeeks.org

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