Smallest Subarray with a given sum

本文介绍如何使用O(n)时间复杂度和O(1)空间复杂度的算法解决Smallest Subarray with a Given Sum问题,通过滑动窗口技巧找出数组中和至少为给定值S的最小子连续子数组的长度。实例分析了输入数组[2,1,5,2,3,2]和S=7的情况。

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Smallest Subarray with a given sum

Problem Statement

Given an array of positive numbers and a positive number ‘S’, find the length of the smallest contiguous subarray whose sum is greater than or equal to ‘S’. Return 0, if no such subarray exists.

Example

Input: [2, 1, 5, 2, 3, 2], S=7 
Output: 2
Explanation: The smallest subarray with a sum great than or equal to '7' is [5, 2].

Input: [2, 1, 5, 2, 8], S=7 
Output: 1
Explanation: The smallest subarray with a sum greater than or equal to '7' is [8].

Solution

public static int getminnum(int a[],int num){
		
		if(a==null||a.length==0){
			return 0;
		}
		int sum = 0;
		int windowstart = 0;
		int min = Integer.MAX_VALUE;
		for ( int windowend =0;windowend<a.length;windowend++){
			sum+=a[windowend];
			while(sum>=num){
				min= Math.min(min,windowend- windowstart + 1);
				sum -= a[windowstart];
				windowstart++;
			}
		}
		return min;
	}

时间复杂度 O ( n ) O(n) O(n),空间复杂度 O ( 1 ) O(1) O(1)

B. Serval and Final MEX time limit per test1 second memory limit per test256 megabytes You are given an array a consisting of n≥4 non-negative integers. You need to perform the following operation on a until its length becomes 1 : Select two indices l and r (1≤l<r≤|a| ), and replace the subarray [al,al+1,…,ar] with a single integer mex([al,al+1,…,ar]) , where mex(b) denotes the minimum excluded (MEX)∗ of the integers in b . In other words, let x=mex([al,al+1,…,ar]) , the array a will become [a1,a2,…,al−1,x,ar+1,ar+2,…,a|a|] . Note that the length of a decreases by (r−l) after this operation. Serval wants the final element in a to be 0 . Help him! More formally, you have to find a sequence of operations, such that after performing these operations in order, the length of a becomes 1 , and the final element in a is 0 . It can be shown that at least one valid operation sequence exists under the constraints of the problem, and the length of any valid operation sequence does not exceed n . Note that you do not need to minimize the number of operations. ∗ The minimum excluded (MEX) of a collection of integers b1,b2,…,bk is defined as the smallest non-negative integer x which does not occur in the collection b . Input Each test contains multiple test cases. The first line contains the number of test cases t (1≤t≤1000 ). The description of the test cases follows. The first line of each test case contains a single integer n (4≤n≤5000 ) — the length of the array a . The second line contains n integers a1,a2,…,an (0≤ai≤n ) — the elements of the array a . It is guaranteed that the sum of n over all test cases does not exceed 5000 . Output For each test case, output a single integer k (0≤k≤n ) in the first line of output — the length of the operation sequence. Then, output k lines, the i -th line containing two integers li and ri (1≤li<ri≤|a| ) — the two indices you choose in the i -th operation, where |a| denotes the length of the array be
最新发布
03-23
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