Healthy Holsteins

解决农场主约翰的问题,通过合理组合不同类型的饲料,确保奶牛获得足够的维生素同时最小化喂食次数。本方案采用深度优先搜索算法遍历所有可能的饲料组合。

Problem:

Healthy Holsteins


Farmer John prides himself on having the healthiest dairy cows in the world. He knows the vitamin content for one scoop of each feed type and the minimum daily vitamin requirement for the cows. Help Farmer John feed his cows so they stay healthy while minimizing the number of scoops that a cow is fed.

Given the daily requirements of each kind of vitamin that a cow needs, identify the smallest combination of scoops of feed a cow can be fed in order to meet at least the minimum vitamin requirements.

Vitamins are measured in integer units. Cows can be fed at most one scoop of any feed type. It is guaranteed that a solution exists for all contest input data.

PROGRAM NAME: holstein

INPUT FORMAT

Line 1:integer V (1 <= V <= 25), the number of types of vitamins
Line 2:V integers (1 <= each one <= 1000), the minimum requirement for each of the V vitamins that a cow requires each day
Line 3:integer G (1 <= G <= 15), the number of types of feeds available
Lines 4..G+3:V integers (0 <= each one <= 1000), the amount of each vitamin that one scoop of this feed contains. The first line of these G lines describes feed #1; the second line describes feed #2; and so on.

SAMPLE INPUT (file holstein.in)

4
100 200 300 400
3
50   50  50  50
200 300 200 300
900 150 389 399

OUTPUT FORMAT

The output is a single line of output that contains:

  • the minimum number of scoops a cow must eat, followed by:
  • a SORTED list (from smallest to largest) of the feed types the cow is given
If more than one set of feedtypes yield a minimum of scoops, choose the set with the smallest feedtype numbers.

SAMPLE OUTPUT (file holstein.out)

2 1 3

____________________________________________________________________________________________________________________________________


My Answer:

/*
ID:iby071
LANG:C++
TASK:holstein
*/

#include<iostream>
#include<fstream>
using namespace std;

int v,g,minimum=16;
int *need,*current,*solve,*best,**feed;

void dfs(int depth,int cnt)
{	if(depth==g)				
	{	for(int i=0;i<v;++i)
			if(current[i]<need[i]) return;
		if(cnt<minimum)
		{	minimum=cnt;
			for(int i=0;i<minimum;++i)
				best[i]=solve[i];
		}
		return;
	}
	for (int i=0;i<v;i++)
         current[i]+=feed[depth][i];
    solve[cnt]=depth;
	dfs(depth+1,cnt+1);					//向下探索
    for (int i=0;i<v;i++)				//回溯到进入depth探索之前
        current[i]-=feed[depth][i];
    dfs(depth+1,cnt);					//进行跳过depth,对depth+1的探索
}

int main()
{	ifstream fin("holstein.in");
	ofstream fout("holstein.out");
	
	fin>>v;
	need=new int[v];
	current=new int[v];
	for(int i=0;i<v;++i) {fin>>need[i];current[i]=0;}
	fin>>g;
	feed=new int*[g];
	solve=new int[g];
	best=new int[g];
	for(int i=0;i<g;++i)
		feed[i]=new int[v];
	for(int i=0;i<g;++i)
		for(int j=0;j<v;++j)
			fin>>feed[i][j];

	dfs(0,0);
	
	fout<<minimum;
	for(int i=0;i<minimum;++i)
		fout<<' '<<best[i]+1;
	fout<<endl;

	return 0;
}




这个问题可以使用**状态压缩 + 枚举子集**的方式来解决。由于饲料种类最多只有 15 种,因此我们可以枚举所有可能的饲料组合(最多 $2^{15} = 32768$ 种),然后判断每种组合是否能满足牛的维他命需求。 --- ### 解题思路: 1. 枚举所有饲料组合(从 0 到 $2^g - 1$)。 2. 对于每个组合,累加每种饲料提供的维他命量。 3. 判断是否满足牛的最低维他命需求。 4. 如果满足,记录该组合的饲料数量和具体编号。 5. 最终找出饲料数量最少的组合,如果有多个解,选择字典序最小的。 --- ### C++代码实现如下: ```cpp #include <iostream> #include <vector> #include <algorithm> #include <climits> using namespace std; int main() { int v; cin >> v; vector<int> required(v); for (int i = 0; i < v; ++i) { cin >> required[i]; } int g; cin >> g; vector<vector<int>> feeds(g, vector<int>(v)); for (int i = 0; i < g; ++i) { for (int j = 0; j < v; ++j) { cin >> feeds[i][j]; } } int min_feed_count = INT_MAX; vector<int> best_combination; // 枚举所有饲料组合 for (int mask = 1; mask < (1 << g); ++mask) { vector<int> total(v, 0); vector<int> selected; for (int i = 0; i < g; ++i) { if (mask & (1 << i)) { selected.push_back(i); for (int j = 0; j < v; ++j) { total[j] += feeds[i][j]; } } } bool valid = true; for (int j = 0; j < v; ++j) { if (total[j] < required[j]) { valid = false; break; } } if (valid && selected.size() < min_feed_count) { min_feed_count = selected.size(); best_combination = selected; } } // 输出结果 sort(best_combination.begin(), best_combination.end()); cout << min_feed_count; for (int idx : best_combination) { cout << " " << idx + 1; // 输出编号从1开始 } return 0; } ``` --- ### 代码解释: - 使用位掩码 `mask` 来表示饲料组合,每一位代表是否选择某一种饲料。 - 对每个组合,计算它能提供的每种维他命的总量。 - 如果满足需求,且饲料数量更少,则更新最优解。 - 最终输出饲料数量和编号,按编号升序排列。 --- ###
评论 2
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值