DP(一)HDOJ 1003 Max Sum(java版)

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题目:

Given a sequence a[1],a[2],a[3]……a[n], your job is to calculate the max sum of a sub-sequence. For example, given (6,-1,5,4,-7), the max sum in this sequence is 6 + (-1) + 5 + 4 = 14.

输入:

The first line of the input contains an integer T(1<=T<=20) which means the number of test cases. Then T lines follow, each line starts with a number N(1<=N<=100000), then N integers followed(all the integers are between -1000 and 1000).

输出

For each test case, you should output two lines. The first line is “Case #:”, # means the number of the test case. The second line contains three integers, the Max Sum in the sequence, the start position of the sub-sequence, the end position of the sub-sequence. If there are more than one result, output the first one. Output a blank line between two cases.

示例输入:

2
5 6 -1 5 4 -7
7 0 6 -1 1 -6 7 -5

示例输出:

Case 1:
14 1 4

Case 2:
7 1 6

思路:

比较简单的dp,很容易推出状态转移方程:sum[i] = max{sum[i-1]+a[i],a[i]}. (sum[i]记录以a[i]为子序列末端的最大连续和.)
然后用一个值记录更新sum[i]的最大值即可。
即对于a[i]这个数字,我们考虑是否将它选入之前连续的序列。
如果选,状态变为sum[i-1]+a[i] ; 如果不选,则从此开始一个新的序列,故和为a[i]。
理解方程后,代码很好写了。

代码:

import java.util.*;    
public class Main{ 
    public static void main(String[] args) {
        int T = 0 , i = 0, j = 0;
        Scanner cin = new Scanner(System.in);
        T = cin.nextInt();
        for(i=1;i<=T;i++) {
            int n = 0;
            int temp = -1001, ans = -1001, s = 0, e = 0, ss = 0, ee = 0;
            n = cin.nextInt();
            for(j=1;j<=n;j++) {
                int t = cin.nextInt();
                if(temp + t < t) {
                    temp = t;
                    s = e = j;
                }
                else {
                    temp += t;
                    e++;
                }
                if(ans < temp) {
                    ans = temp;
                    ss = s;
                    ee = e;
                }
            }
            System.out.println("Case " + i + ":");
            System.out.println(ans + " " + ss + " " + ee);
            if(i != T) {
                System.out.println();
            }
        }
    }
} 

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