K - Max Sum Plus Plus
K - Max Sum Plus Plus
Description
Given a consecutive number sequence S 1, S 2, S 3, S 4 ... S x, ... S n (1 ≤ x ≤ n ≤ 1,000,000, -32768 ≤ S x ≤ 32767). We define a function sum(i, j) = S i + ... + S j (1 ≤ i ≤ j ≤ n).
Now given an integer m (m > 0), your task is to find m pairs of i and j which make sum(i 1, j 1) + sum(i 2, j 2) + sum(i 3, j 3) + ... + sum(im, j m) maximal (i x ≤ i y ≤ j x or i x ≤ j y ≤ j x is not allowed).
But I`m lazy, I don't want to write a special-judge module, so you don't have to output m pairs of i and j, just output the maximal summation of sum(i x, j x)(1 ≤ x ≤ m) instead. ^_^
Input
Process to the end of file.
Output
Sample Input
1 3
1 2 3
2 6
-1 4 -2 3 -2 3
Sample Output
6
8
Hint
Huge input, scanf and dynamic programming is recommended.
//题意是:第一行 m ,n (n<=1000000) 两个整数,然后第二行 n 个数,求 m 段不相交连续序列最大和。
这篇博客写得十分详细
http://www.cnblogs.com/kuangbin/archive/2011/08/04/2127085.html
dp[i][j]代表的状态是 i 段连续序列的最大和,并且最后一段一定包含 num[j]
所以写出状态转移方程 dp[i][j]=max{dp[i][j-1]+a[j],max{dp[i-1][t]}+a[j]} 0<t<j-1
dp[i][j-1]代表接上上一个元素,后面代表自己独立成一组
n很大,只能用滚动数组
不断更新状态,用一个数据 big 保存 i - 1 段最大的和,最后直接输出,就是答案
436ms
#include <stdio.h>
#include <string.h> #define inf 0x7ffffff
#define MAXN 1000005
int num[MAXN];
int dp[MAXN];
int pre[MAXN]; int max(int a,int b)
{
return a>b? a:b;
} int main()
{
int m,n;
int i,j,big;
while (scanf("%d%d",&m,&n)!=EOF)
{
for (i=;i<=n;i++)
{
scanf("%d",&num[i]);
pre[i]=;
} pre[]=;
dp[]=; for (i=;i<=m;i++)
{
big=-inf;
for (j=i;j<=n;j++)
{
dp[j]=max(dp[j-],pre[j-])+num[j];//连续的最大和,或者不连续的最大和
pre[j-]=big; //保存 i - 1 段 最大和
big=max(big,dp[j]);//保证是 i 段最大的和
}
}
printf("%d\n",big);
}
return ;
}
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