选择 k 个数组元素,使得最大值和最小值的差值最小
原文:https://www . geesforgeks . org/k-numbers-difference-maximum-minimum-k-number-minimum/
给定一组 n 个整数和一个正数 k 个。我们可以从给定的数组中取任意 k 个整数。任务是找到 K 个数的最大值和最小值之差的最小可能值。
示例:
Input : arr[] = {10, 100, 300, 200, 1000, 20, 30}
k = 3
Output : 20
20 is the minimum possible difference between any
maximum and minimum of any k numbers.
Given k = 3, we get the result 20 by selecting
integers {10, 20, 30}.
max(10, 20, 30) - min(10, 20, 30) = 30 - 10 = 20.
Input : arr[] = {1, 2, 3, 4, 10, 20, 30, 40,
100, 200}.
k = 4
Output : 3
思路是对数组排序,选择 k 个连续整数。为什么连续?假设所选的 k 个整数是 arr[0],arr[1],…arr[r],arr[r+x]…,arr[k-1],它们都是递增的,但在排序的数组中不是连续的。这意味着存在一个介于 arr[r]和 arr[r+x]之间的整数 p。因此,如果包含 p,并且 arr[0]被移除,那么新的差异将是 arr[r]–arr[1],而旧的差异是 arr[r]–arr[0]。我们知道 arr[0] ≤ arr[1] ≤ … ≤ arr[k-1],所以最小差减小或保持不变。如果我们对其他类似 p 的数字执行相同的过程,我们会得到最小的差异。 解决问题的算法:
- 对数组进行排序。
- 计算每组 k 个连续整数的最大值(k 个数)–最小值(k 个数)。
- 返回在步骤 2 中获得的所有值的最小值。
以下是上述思路的实现:
C++
// C++ program to find minimum difference of maximum
// and minimum of K number.
#include<bits/stdc++.h>
using namespace std;
// Return minimum difference of maximum and minimum
// of k elements of arr[0..n-1].
int minDiff(int arr[], int n, int k)
{
int result = INT_MAX;
// Sorting the array.
sort(arr, arr + n);
// Find minimum value among all K size subarray.
for (int i=0; i<=n-k; i++)
result = min(result, arr[i+k-1] - arr[i]);
return result;
}
// Driven Program
int main()
{
int arr[] = {10, 100, 300, 200, 1000, 20, 30};
int n = sizeof(arr)/sizeof(arr[0]);
int k = 3;
cout << minDiff(arr, n, k) << endl;
return 0;
}
Java 语言(一种计算机语言,尤用于创建网站)
// Java program to find minimum difference
// of maximum and minimum of K number.
import java.util.*;
class GFG {
// Return minimum difference of
// maximum and minimum of k
// elements of arr[0..n-1].
static int minDiff(int arr[], int n, int k) {
int result = Integer.MAX_VALUE;
// Sorting the array.
Arrays.sort(arr);
// Find minimum value among
// all K size subarray.
for (int i = 0; i <= n - k; i++)
result = Math.min(result, arr[i + k - 1] - arr[i]);
return result;
}
// Driver code
public static void main(String[] args) {
int arr[] = {10, 100, 300, 200, 1000, 20, 30};
int n = arr.length;
int k = 3;
System.out.println(minDiff(arr, n, k));
}
}
// This code is contributed by Anant Agarwal.
Python 3
# Python program to find minimum
# difference of maximum
# and minimum of K number.
# Return minimum difference
# of maximum and minimum
# of k elements of arr[0..n-1].
def minDiff(arr,n,k):
result = +2147483647
# Sorting the array.
arr.sort()
# Find minimum value among
# all K size subarray.
for i in range(n-k+1):
result = int(min(result, arr[i+k-1] - arr[i]))
return result
# Driver code
arr= [10, 100, 300, 200, 1000, 20, 30]
n =len(arr)
k = 3
print(minDiff(arr, n, k))
# This code is contributed
# by Anant Agarwal.
C
// C# program to find minimum
// difference of maximum and
// minimum of K number.
using System;
class GFG {
// Return minimum difference of
// maximum and minimum of k
// elements of arr[0..n - 1].
static int minDiff(int []arr, int n,
int k)
{
int result = int.MaxValue;
// Sorting the array.
Array.Sort(arr);
// Find minimum value among
// all K size subarray.
for (int i = 0; i <= n - k; i++)
result = Math.Min(result, arr[i + k - 1] - arr[i]);
return result;
}
// Driver code
public static void Main() {
int []arr = {10, 100, 300, 200, 1000, 20, 30};
int n = arr.Length;
int k = 3;
Console.WriteLine(minDiff(arr, n, k));
}
}
// This code is contributed by vt_m.
服务器端编程语言(Professional Hypertext Preprocessor 的缩写)
<?php
// PHP program to find minimum
// difference of maximum and
// minimum of K number.
// Return minimum difference
// of maximum and minimum
// of k elements of arr[0..n-1].
function minDiff($arr, $n, $k)
{
$INT_MAX = 2147483647;
$result = $INT_MAX ;
// Sorting the array.
sort($arr , $n);
sort($arr);
// Find minimum value among
// all K size subarray.
for ($i = 0; $i <= $n - $k; $i++)
$result = min($result, $arr[$i + $k - 1] -
$arr[$i]);
return $result;
}
// Driver Code
$arr = array(10, 100, 300, 200, 1000, 20, 30);
$n = sizeof($arr);
$k = 3;
echo minDiff($arr, $n, $k);
// This code is contributed by nitin mittal.
?>
java 描述语言
<script>
// javascript program to find minimum difference
// of maximum and minimum of K number.
// Return minimum difference of
// maximum and minimum of k
// elements of arr[0..n-1].
function minDiff(arr , n , k) {
var result = Number.MAX_VALUE;
// Sorting the array.
arr.sort((a,b)=>a-b);
// Find minimum value among
// all K size subarray.
for (i = 0; i <= n - k; i++)
result = Math.min(result, arr[i + k - 1] - arr[i]);
return result;
}
// Driver code
var arr = [ 10, 100, 300, 200, 1000, 20, 30 ];
var n = arr.length;
var k = 3;
document.write(minDiff(arr, n, k));
// This code contributed by gauravrajput1
</script>
输出:
20
时间复杂度: O(nlogn)。 本文由 Anuj Chauhan 供稿。如果你喜欢 GeeksforGeeks 并想投稿,你也可以使用write.geeksforgeeks.org写一篇文章或者把你的文章邮寄到 review-team@geeksforgeeks.org。看到你的文章出现在极客博客主页上,帮助其他极客。 如果发现有不正确的地方,或者想分享更多关于上述话题的信息,请写评论。
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