[USACO19FEB]Cow Dating——找规律

原题戳这里

题解

显然原题等价于让我们求这个式子(prodlimits_{i=l}^{r}(1-p_i)sumlimits_{i=l}^{r}frac{p_i}{1-p_i})的最大值是多少
打打表,或者直观上感受一下,这东西是个凸壳,进一步观察,你会发现随着左端点的右移,最优决策点也在右移,于是拿个(two pointer)搞一搞就好了
凸性的证明在代码下面QWQ
代码:

#include <bits/stdc++.h>

using namespace std;

#define N 1000000

int n, p[N + 5];
long double prod[N + 5], sum[N + 5], ans;

int main() {
	scanf("%d", &n);
	prod[0] = 1;
	for (int i = 1; i <= n; ++i)
		scanf("%d", &p[i]), prod[i] = p[i] / 1e6, sum[i] = sum[i - 1] + prod[i] / (1 - prod[i]), prod[i] = prod[i - 1] * (1 - prod[i]);
	int j = 1;
	for (int i = 1; i <= n; ++i) {
		while (j + 1 <= n && prod[j + 1] * (sum[j + 1] - sum[i - 1]) >= prod[j] * (sum[j] - sum[i - 1])) j++;
		ans = max(ans, prod[j] / prod[i - 1] * (sum[j] - sum[i - 1]));
	}
	printf("%lld
", (long long)(ans * 1e6));
	return 0;
}

证明:
①式子的值递增时,有如下不等式成立

[prodlimits_{i=l}^{r}(1-p_i)sumlimits_{i=l}^{r}frac{p_i}{1-p_i}leqslant prodlimits_{i=l}^{r+1}(1-p_i)sumlimits_{i=l}^{r+1}frac{p_i}{1-p_i} ]

简单的化一下,会得到一个形式非常优美的东西

[sumlimits_{i=l}^{r}frac{p_i}{1-p_i}leqslant 1 ]

②式子的值递减时,同理①,可得到(sumlimits_{i=l}^{r}frac{p_i}{1-p_i}geqslant 1)
然后又因为(sumlimits_{i=l}^{r}frac{p_i}{1-p_i})在固定左端点并把右端点向右移动时是严格单增的,所以是凸的
有了上面的结论,也可以证明最优决策点的单调移动了

原文地址:https://www.cnblogs.com/dummyummy/p/11040552.html