hdu1026 Ignatius and the Princess I(BFS+优先队列)

本文介绍了一个基于优先队列的迷宫寻路算法,通过详细解释算法原理和步骤,展示了如何帮助英雄角色Ignatius找到从起点到终点的最短时间路径,并在遇到怪物时进行战斗。文章提供了完整的C++实现代码。

题目链接http://acm.hdu.edu.cn/showproblem.php?pid=1026

Ignatius and the Princess I

Time Limit: 2000/1000 MS (Java/Others)    Memory Limit: 65536/32768 K (Java/Others)
Total Submission(s): 13944    Accepted Submission(s): 4381
Special Judge


Problem Description
The Princess has been abducted by the BEelzebub feng5166, our hero Ignatius has to rescue our pretty Princess. Now he gets into feng5166's castle. The castle is a large labyrinth. To make the problem simply, we assume the labyrinth is a N*M two-dimensional array which left-top corner is (0,0) and right-bottom corner is (N-1,M-1). Ignatius enters at (0,0), and the door to feng5166's room is at (N-1,M-1), that is our target. There are some monsters in the castle, if Ignatius meet them, he has to kill them. Here is some rules:

1.Ignatius can only move in four directions(up, down, left, right), one step per second. A step is defined as follow: if current position is (x,y), after a step, Ignatius can only stand on (x-1,y), (x+1,y), (x,y-1) or (x,y+1).
2.The array is marked with some characters and numbers. We define them like this:
. : The place where Ignatius can walk on.
X : The place is a trap, Ignatius should not walk on it.
n : Here is a monster with n HP(1<=n<=9), if Ignatius walk on it, it takes him n seconds to kill the monster.

Your task is to give out the path which costs minimum seconds for Ignatius to reach target position. You may assume that the start position and the target position will never be a trap, and there will never be a monster at the start position.
 

Input
The input contains several test cases. Each test case starts with a line contains two numbers N and M(2<=N<=100,2<=M<=100) which indicate the size of the labyrinth. Then a N*M two-dimensional array follows, which describe the whole labyrinth. The input is terminated by the end of file. More details in the Sample Input.
 

Output
For each test case, you should output "God please help our poor hero." if Ignatius can't reach the target position, or you should output "It takes n seconds to reach the target position, let me show you the way."(n is the minimum seconds), and tell our hero the whole path. Output a line contains "FINISH" after each test case. If there are more than one path, any one is OK in this problem. More details in the Sample Output.
 

Sample Input
  
5 6 .XX.1. ..X.2. 2...X. ...XX. XXXXX. 5 6 .XX.1. ..X.2. 2...X. ...XX. XXXXX1 5 6 .XX... ..XX1. 2...X. ...XX. XXXXX.
 

Sample Output
  
It takes 13 seconds to reach the target position, let me show you the way. 1s:(0,0)->(1,0) 2s:(1,0)->(1,1) 3s:(1,1)->(2,1) 4s:(2,1)->(2,2) 5s:(2,2)->(2,3) 6s:(2,3)->(1,3) 7s:(1,3)->(1,4) 8s:FIGHT AT (1,4) 9s:FIGHT AT (1,4) 10s:(1,4)->(1,5) 11s:(1,5)->(2,5) 12s:(2,5)->(3,5) 13s:(3,5)->(4,5) FINISH It takes 14 seconds to reach the target position, let me show you the way. 1s:(0,0)->(1,0) 2s:(1,0)->(1,1) 3s:(1,1)->(2,1) 4s:(2,1)->(2,2) 5s:(2,2)->(2,3) 6s:(2,3)->(1,3) 7s:(1,3)->(1,4) 8s:FIGHT AT (1,4) 9s:FIGHT AT (1,4) 10s:(1,4)->(1,5) 11s:(1,5)->(2,5) 12s:(2,5)->(3,5) 13s:(3,5)->(4,5) 14s:FIGHT AT (4,5) FINISH God please help our poor hero. FINISH

网上说用stack输出路径

可是stack还不会用,参照了大神的思路,只要倒着搜索就可以不用栈了,用二维数组记录每一步的前驱再往回打印就可以输出路径了;

本题用到了优先队列,时间小的先出队,对优先队列有疑惑的同学请移步 :STL优先队列详解

【源代码】

#include <stdio.h>
#include <cstring>
#include <queue>
using namespace std;
#define maxn 110
char map[110][110];
bool vis[maxn][maxn];
struct point
{
    int x,y;int times;
    friend bool operator <(point a,point b)
    {
        return a.times>b.times;  //重载小于号,使得时间小的先出队列;
    }
};
struct Pre{
    int px,py;
}pre[maxn][maxn];
int r,c;
int dx[4]={0,0,1,-1};
int dy[4]={1,-1,0,0};
bool inborder(point a)
{
    if(a.x<0||a.y<0||a.x>r-1||a.y>c-1)
        return false;
    return true;
}
void BFS(int x, int y)
{
    pre[x][y].px=-1;
    vis[x][y]=1;
    point st;
    st.x=x,st.y=y;
    if(map[st.x][st.y]!='.')
        st.times=(map[st.x][st.y]-'0');
    else
        st.times=0;
    priority_queue<point>Q;
    while(!Q.empty())
        Q.pop();
    Q.push(st);
    while(!Q.empty())
    {
        point now=Q.top();
        Q.pop();
        if(now.x==0&&now.y==0)
        {
            int key=1;
            printf("It takes %d seconds to reach the target position, let me show you the way.\n",now.times);
            while(pre[now.x][now.y].px!=-1)//循环找前驱,直到终点
            {
                int tx=pre[now.x][now.y].px;
                int ty=pre[now.x][now.y].py;
                if(map[tx][ty]=='.')
                {
                    printf("%ds:(%d,%d)->(%d,%d)\n",key++,now.x,now.y,tx,ty);
                }
                else//打怪耗时
                {
                    printf("%ds:(%d,%d)->(%d,%d)\n",key++,now.x,now.y,tx,ty);
                    int tt=map[tx][ty]-'0';
                    while(tt--)
                        printf("%ds:FIGHT AT (%d,%d)\n",key++,tx,ty);
                }
                now.x=tx;//将当前前驱作为起始
                now.y=ty;
            }
            //printf("%ds:(%d,%d)->(%d,%d)\n",key++,now.x,now.y,r-1,c-1);
            return ;
        }
        else
        {
            point next;
            for(int i=0;i<4;i++)
            {
                next.x=now.x+dx[i];
                next.y=now.y+dy[i];
                next.times=now.times;
                if(map[next.x][next.y]=='X'||vis[next.x][next.y]||!inborder(next))
                    continue;
                else
                {
                    vis[next.x][next.y]=1;
                    if(map[next.x][next.y]=='.')
                    {
                        next.times+=1;
                    }
                    else
                    {
                        next.times+=(map[next.x][next.y]-'0'+1);//除了打怪耗时,还有走到该坐标的耗时故+1;
                    }
                    pre[next.x][next.y].px=now.x;//记录前驱
                    pre[next.x][next.y].py=now.y;
                    Q.push(next);
                }
            }
        }
    }
    printf("God please help our poor hero.\n");
}
void init()
{
    memset(vis,0,sizeof(vis));
    memset(map,'\0',sizeof(map));
    memset(pre,0,sizeof(pre));
}
int main()
{
    //int r,c;
    while(~scanf("%d%d",&r,&c))
    {
        init();
        for(int i=0;i<r;i++)
            scanf("%s",map[i]);
        BFS(r-1,c-1);//从右下角搜索
        puts("FINISH");
    }
    return 0;
}


对于HDU4546问题,还可以使用优先队列(Priority Queue)来解决。以下是使用优先队列的解法思路: 1. 首先,将数组a进行排序,以便后续处理。 2. 创建一个优先队列(最小堆),用于存储组合之和的候选值。 3. 初始化优先队列,将初始情况(即前0个数的组合之和)加入队列。 4. 开始从1到n遍历数组a的元素,对于每个元素a[i],将当前队列中的所有候选值取出,分别加上a[i],然后再将加和的结果作为新的候选值加入队列。 5. 重复步骤4直到遍历完所有元素。 6. 当队列的大小超过k时,将队列中的最小值弹出。 7. 最后,队列中的所有候选值之和即为前k小的组合之和。 以下是使用优先队列解决HDU4546问题的代码示例: ```cpp #include <iostream> #include <vector> #include <queue> #include <functional> using namespace std; int main() { int n, k; cin >> n >> k; vector<int> a(n); for (int i = 0; i < n; i++) { cin >> a[i]; } sort(a.begin(), a.end()); // 对数组a进行排序 priority_queue<long long, vector<long long>, greater<long long>> pq; // 最小堆 pq.push(0); // 初始情况,前0个数的组合之和为0 for (int i = 0; i < n; i++) { long long num = pq.top(); // 取出当前队列中的最小值 pq.pop(); for (int j = i + 1; j <= n; j++) { pq.push(num + a[i]); // 将所有加和结果作为新的候选值加入队列 num += a[i]; } if (pq.size() > k) { pq.pop(); // 当队列大小超过k时,弹出最小值 } } long long sum = 0; while (!pq.empty()) { sum += pq.top(); // 求队列中所有候选值之和 pq.pop(); } cout << sum << endl; return 0; } ``` 使用优先队列的方法可以有效地找到前k小的组合之和,时间复杂度为O(nklog(k))。希望这个解法对你有所帮助!
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