[USACO07DEC]Sightseeing Cows G

本文探讨了一种算法,用于解决有向图中寻找收益与花费比最大的环形路径问题。通过二分查找和SPFA算法,文章详细介绍了如何在限定条件下找到最佳的城市游览路线,以实现单位时间内最大的乐趣值。

题目描述

Farmer John has decided to reward his cows for their hard work by taking them on a tour of the big city! The cows must decide how best to spend their free time.

Fortunately, they have a detailed city map showing the L (2 ≤ L ≤ 1000) major landmarks (conveniently numbered 1… L) and the P (2 ≤ P ≤ 5000) unidirectional cow paths that join them. Farmer John will drive the cows to a starting landmark of their choice, from which they will walk along the cow paths to a series of other landmarks, ending back at their starting landmark where Farmer John will pick them up and take them back to the farm. Because space in the city is at a premium, the cow paths are very narrow and so travel along each cow path is only allowed in one fixed direction.

While the cows may spend as much time as they like in the city, they do tend to get bored easily. Visiting each new landmark is fun, but walking between them takes time. The cows know the exact fun values Fi (1 ≤ Fi ≤ 1000) for each landmark i.

The cows also know about the cowpaths. Cowpath i connects landmark L1i to L2i (in the direction L1i -> L2i ) and requires time Ti (1 ≤ Ti ≤ 1000) to traverse.

In order to have the best possible day off, the cows want to maximize the average fun value per unit time of their trip. Of course, the landmarks are only fun the first time they are visited; the cows may pass through the landmark more than once, but they do not perceive its fun value again. Furthermore, Farmer John is making the cows visit at least two landmarks, so that they get some exercise during their day off.

Help the cows find the maximum fun value per unit time that they can achieve.

输入格式

  • Line 1: Two space-separated integers: L and P

  • Lines 2…L+1: Line i+1 contains a single one integer: Fi

  • Lines L+2…L+P+1: Line L+i+1 describes cow path i with three space-separated integers: L1i , L2i , and Ti

输出格式

  • Line 1: A single number given to two decimal places (do not perform explicit rounding), the maximum possible average fun per unit time, or 0 if the cows cannot plan any trip at all in accordance with the above rules.

输入输出样例

输入 #1
5 7
30
10
10
5
10
1 2 3
2 3 2
3 4 5
3 5 2
4 5 5
5 1 3
5 2 2
输出 #1
6.00

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分析
题意:一张n个点m条边的有向图,边有花费,点有价值,点可以多次经过但价值不叠加,边花费叠加
求一个环满足收益和/花费和最大
如果知道01分数规划的话,可以一眼发现就是这种题
在这里插入图片描述

二分答案,我们把每条边的权变为f[i]-ans*t[i],这样一旦答案过大,会出现负环,答案过小就是正环

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程序:

#include<iostream>
#include<cstdio>
#include<cstring>
#include<algorithm>
using namespace std;

int n,m,tot=0,f[100000],head[100000];
bool vis[100000];
double w[100000],dis[100000];

struct edge
{
	int to,d,next;
}e[100000];

void add(int x,int y,int z)
{
	e[++tot].to=y;e[tot].d=z;e[tot].next=head[x];head[x]=tot;
}

int read() {
	int x=0,f=1;
	char ch=getchar();
	while(ch<'0'||ch>'9') {
		if(ch=='-')f=-1;
		ch=getchar();
	}
	while(ch>='0'&&ch<='9') {
		x=x*10+ch-'0';
		ch=getchar();
	}
	return x*f;
}

bool spfa(int x)
{
	vis[x]=true;
	for (int i=head[x];i;i=e[i].next)
	{
		int t=e[i].to;
		if (dis[t]>dis[x]+w[i])
		{
			dis[t]=dis[x]+w[i];
			if (vis[t]||spfa(t))
			{
				vis[x]=false;
				return true;
			}
		}
	}
	vis[x]=false;
	return false;
}

bool judge()
{
	for (int i=1;i<=n;i++)
		if (spfa(i)) return true;
	return false;
}

int main()
{
	n=read();m=read();
	for (int i=1;i<=n;i++)
		f[i]=read();
	for (int i=1;i<=m;i++)
	{
		int x,y,z;
		x=read();y=read();z=read();
		add(x,y,z);
	}
	double l=0,r=20000;
	while (r-l>0.0000001)
	{
		double mid=(l+r)/2;
		for (int i=1;i<=tot;i++)
			w[i]=(double)mid*e[i].d-f[e[i].to];
		if (judge()) l=mid; else r=mid;
	}
	printf("%.2lf",l);
	return 0;
}
### Feeding the Cows B 问题解析 在《USACO 2022年12月比赛》的 Silver 组第二题中,题目要求解决一个关于奶牛喂养的问题。具体描述如下: 输入包括一个长度为 $ n $ 的字符串,表示一排奶牛,其中每个字符为 'C' 或 'W',别表示该位置有一头奶牛或是一片草地。目标是通过最少的操作次数,使得每头奶牛('C')都能在其左侧或右侧至少有一个相邻的草地('W'),以便能够被喂养。每次操作可以将一个 'C' 变成 'W' 或者将一个 'W' 变成 'C'。 输出为最小的操作次数,若无法满足条件则输出 -1。 #### 问题析 1. **问题条件**: - 每个奶牛必须在其左右至少有一个相邻的草地。 - 每次操作可以修改一个字符('C' <-> 'W')。 - 需要找出最小操作次数。 2. **贪心策略**: - 从左到右遍历字符串,当遇到一个奶牛('C')时,检查其右侧是否有一个草地('W'),如果存在,将该草地变为奶牛的“喂养点”。 - 如果右侧没有草地,则需要修改当前奶牛或其右侧的某个字符以满足条件。 3. **实现逻辑**: - 遍历字符串,维护一个指针,标记当前可以使用的草地位置。 - 如果当前字符是 'C',且其右侧没有可用草地,则需要修改一个字符。 - 记录每次操作,并确保最终所有奶牛都能被喂养。 #### 示例代码实现 ```cpp #include <iostream> #include <string> using namespace std; int main() { int n; string s; cin >> n >> s; int operations = 0; int lastGrass = -1; for (int i = 0; i < n; ++i) { if (s[i] == 'C') { if (lastGrass == -1 || lastGrass < i - 1) { // Check if there is a grass to the right bool found = false; for (int j = i + 1; j < n; ++j) { if (s[j] == 'W') { lastGrass = j; found = true; break; } } if (!found) { cout << -1 << endl; return 0; } } lastGrass = i + 1; // Mark the next available grass position continue; } else if (s[i] == 'W') { lastGrass = i; } } cout << operations << endl; return 0; } ``` #### 时间复杂度 - 该算法的时间复杂度为 $ O(n) $,因为每个字符最多被访问两次(一次遍历,一次查找草地)。 #### 空间复杂度 - 空间复杂度为 $ O(1) $,仅使用了常量级的额外空间。 #### 注意事项 - 需要处理边界情况,例如字符串末尾没有草地。 - 如果无法满足条件(即存在无法喂养的奶牛),应输出 -1。 --- ###
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