Fence Repair (二叉树求解)(优先队列,先取出小的)

本文探讨了一种算法,用于解决将长木板切割成多段的最小成本问题。通过寻找最小的两段进行合并,再重复此过程,实现整体成本最小化。文章提供了两种实现方法,一种是朴素的双层循环,复杂度为O(n^2),另一种使用优先队列优化,复杂度降至O(nlogn)。

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题目链接:http://poj.org/problem?id=3253

Fence Repair
Time Limit: 2000MS Memory Limit: 65536K
Total Submissions: 61005 Accepted: 20119

Description

Farmer John wants to repair a small length of the fence around the pasture. He measures the fence and finds that he needs N (1 ≤ N ≤ 20,000) planks of wood, each having some integer length Li (1 ≤ Li ≤ 50,000) units. He then purchases a single long board just long enough to saw into the N planks (i.e., whose length is the sum of the lengths Li). FJ is ignoring the "kerf", the extra length lost to sawdust when a sawcut is made; you should ignore it, too.

FJ sadly realizes that he doesn't own a saw with which to cut the wood, so he mosies over to Farmer Don's Farm with this long board and politely asks if he may borrow a saw.

Farmer Don, a closet capitalist, doesn't lend FJ a saw but instead offers to charge Farmer John for each of the N-1 cuts in the plank. The charge to cut a piece of wood is exactly equal to its length. Cutting a plank of length 21 costs 21 cents.

Farmer Don then lets Farmer John decide the order and locations to cut the plank. Help Farmer John determine the minimum amount of money he can spend to create the N planks. FJ knows that he can cut the board in various different orders which will result in different charges since the resulting intermediate planks are of different lengths.

Input

Line 1: One integer N, the number of planks
Lines 2.. N+1: Each line contains a single integer describing the length of a needed plank

Output

Line 1: One integer: the minimum amount of money he must spend to make N-1 cuts

Sample Input

3
8
5
8

Sample Output

34

Hint

He wants to cut a board of length 21 into pieces of lengths 8, 5, and 8.
The original board measures 8+5+8=21. The first cut will cost 21, and should be used to cut the board into pieces measuring 13 and 8. The second cut will cost 13, and should be used to cut the 13 into 8 and 5. This would cost 21+13=34. If the 21 was cut into 16 and 5 instead, the second cut would cost 16 for a total of 37 (which is more than 34).
 
题目大意:将一块很长的木板切割成n块,每块的长度为a[i]  未切割前木板的长度恰好为切割后木板长度的总和。 每次切割木板时,需要开销为这块木板的长度。 例如长度为21的木板切割成
长度为5 8 8的三块木板。长度为21的木板切割成13 8的两块,需要开销21 ,长度为13的木板切割成5 8的两块木板,需要开销为13 ,所以总共要34。    问你切割木板所需要的最小开销是多少?
思路:由于切割木板的顺序不确定,自由度很高,这个题目貌似很难入手。  其实呢, 只要每次都找最小的两块木板,把新生成的木板加入进去就行了,一直循环此过程,就是最优解
那么为什么呢??   其实就是一颗二叉树,因为不管你怎么选叶子节点的个数都是一样的(就是n块木板) 该木板所需的花费刚好为该节点的值*该节点的深度,那么是不是越小的放在越下面
花费金额越少呢??   就是这样了,看代码
#include<iostream>
#include<string.h>
#include<map>
#include<cstdio>
#include<cstring>
#include<stdio.h>
#include<cmath>
#include<math.h>
#include<algorithm>
#include<set>
#include<queue>
typedef long long ll;
using namespace std;
const ll mod=1e9+7;
const int maxn=2e4+10;
const int maxk=1e4+10;
const int maxx=1e4+10;
const ll maxe=1000+10;
#define INF 0x3f3f3f3f3f3f
#define Lson l,mid,rt<<1
#define Rson mid+1,r,rt<<1|1
int n;
int a[maxn];
void solve()
{
    ll ans=0;
    while(n>1)
    {
        int mi1=0,mi2=1;
        if(a[mi1]>a[mi2]) swap(mi1,mi2);
        for(int i=2;i<n;i++)
        {
            if(a[i]<a[mi1])
            {
                mi2=mi1;
                mi1=i;
            }
            else if(a[i]<a[mi2])
            {
                mi2=i;
            }
        }
        int l=a[mi1]+a[mi2];
        ans+=l;
        if(a[mi1]==n-1) swap(mi1,mi2);
        a[mi1]=l;
        a[mi2]=a[n-1];
        n--;
    }
    cout<<ans<<endl;
}
int main()
{
    cin>>n;
    for(int i=0;i<n;i++)
    {
        cin>>a[i];
    }
    sort(a,a+n);
    solve();
    return 0;
}

上面的算法复杂度是n*n,其实还有一种更快的方法,原理跟上面的一样,但是下面的算法用到优先队列,所以把复杂度降到nlogn

看代码

#include<iostream>
#include<string.h>
#include<map>
#include<cstdio>
#include<cstring>
#include<stdio.h>
#include<cmath>
#include<math.h>
#include<algorithm>
#include<set>
#include<queue>
typedef long long ll;
using namespace std;
const ll mod=1e9+7;
const int maxn=2e4+10;
const int maxk=1e4+10;
const int maxx=1e4+10;
const ll maxe=1000+10;
#define INF 0x3f3f3f3f3f3f
#define Lson l,mid,rt<<1
#define Rson mid+1,r,rt<<1|1
int n;
int a[maxn];
priority_queue<int,vector<int>,greater<int> >que;//声明一个从小到大取出数值的优先队列
void solve()
{
    ll ans=0;
    for(int i=0;i<n;i++)
        que.push(a[i]);//全部存入队列
    while(n>1)
    {
        int l1,l2;
        l1=que.top();
        que.pop();
        l2=que.top();
        que.pop();
        int t=l1+l2;
        ans+=t;
        que.push(t);
        n--;
    }
    cout<<ans<<endl;
}
int main()
{
    cin>>n;
    for(int i=0;i<n;i++)
    {
        cin>>a[i];
    }
   // sort(a,a+n);
    solve();
    return 0;
}

 

转载于:https://www.cnblogs.com/caijiaming/p/9417819.html

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