PAT 1007. Maximum Subsequence Sum (25)

本文介绍了一种高效算法来解决最大子序列和问题,即寻找连续子序列中元素和最大的序列,并返回该序列的首尾元素及总和。文章通过两个示例代码对比展示了如何在遍历过程中实现这一目标,特别强调了优化后的解决方案能够仅通过一次遍历完成任务。

Given a sequence of K integers { N1, N2, ..., NK }. A continuous subsequence is defined to be { Ni, Ni+1, ..., Nj } where 1 <= i <= j <= K. The Maximum Subsequence is the continuous subsequence which has the largest sum of its elements. For example, given sequence { -2, 11, -4, 13, -5, -2 }, its maximum subsequence is { 11, -4, 13 } with the largest sum being 20.

Now you are supposed to find the largest sum, together with the first and the last numbers of the maximum subsequence.

Input Specification:

Each input file contains one test case. Each case occupies two lines. The first line contains a positive integer K (<= 10000). The second line contains K numbers, separated by a space.

Output Specification:

For each test case, output in one line the largest sum, together with the first and the last numbers of the maximum subsequence. The numbers must be separated by one space, but there must be no extra space at the end of a line. In case that the maximum subsequence is not unique, output the one with the smallest indices i and j (as shown by the sample case). If all the K numbers are negative, then its maximum sum is defined to be 0, and you are supposed to output the first and the last numbers of the whole sequence.

Sample Input:
10
-10 1 2 3 4 -5 -23 3 7 -21
Sample Output:
10 1 4
求连续的几个数字相加的最大的值,以及他们的坐标


遍历两边的AC代码:
#include <iostream>
#include <algorithm>
#include <fstream>
#include <cstdlib>
#include <string>
#include <iomanip>
#include <sstream>
#include <cstring>
#include <stack>
using namespace std;
int main(){
    int a[10008];
    int n, sum = -1, tmp, start, end;
    cin>>n;
    for (int i = 0; i < n; i++)
        cin>>a[i];
    for (int i = 0; i < n; i++){
        tmp = 0;
        for (int j = i; j < n; j++){
            tmp += a[j];
            if (tmp > sum){
                sum = tmp;
                start = a[i];
                end = a[j];
            }
        }
    }
    if (sum < 0){
        cout<<"0"<<" "<<a[0]<<" "<<a[n-1]<<endl;
        return 0;
    }
    cout<<sum<<" "<<start<<" "<<end<<endl;
    return 0;
}

百度的大神的遍历一遍就AC的代码:
#include <cstdio>  
int a[10001];  
int main(){  
    int k;  
    scanf("%d", &k);  
    for (int i = 0; i < k; i++){  
        scanf("%d", &a[i]);  
    }  
    int sum = 0, start = 0, end = k - 1, temp = 0, tempi = 0, tempj = 0;  
    for (int i = 0; i < k; i++){  
        if (temp >= 0){  
            temp += a[i];  
            tempj = i;  
        }  
        else{  
            temp = a[i];  
            tempi = i;  
            tempj = i;  
        }  
        if (temp > sum || (temp == 0 && end == k -1)){  
            sum = temp;  
            start = tempi;  
            end = tempj;  
        }  
    }  
    printf("%d %d %d\n", sum, a[start], a[end]);  
    return 0;  
}  
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