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T1028 Do All Roads Lead to Rome (35 point(s))

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2023-12-01

T1028 Do All Roads Lead to Rome (35 point(s))

题干

Indeed there are many different tourist routes from our city to Rome. Your job is to count the number of different routes from our city to Rome, and to check if ALL the routes lead to Rome – that is, whether or not all the routes from our city to Rome can cover every road on the routes from our city to anywhere.

Input Specification:

Each input file contains one test case. For each case, the first line contains 2 positive integers N (2≤N≤20), the number of cities, and K, the total number of roads between pairs of cities; followed by the name of the starting city. Then K lines follow, each describes a road between two cities in the format City1 City2. Here the name of a city is a string of 3 capital English letters, and the destination is always ROM which represents Rome.

Output Specification:

For each test case, first print in a line Yes if all the routes from the starting city lead to ROM, or No if not. Then print in the next line the number of different routes from the starting city to ROM. Here a route is defined to be a simple path, that is, no city along the route will be visited more than once. It is guaranteed that this number is no more than 106. By the way, it is assumed that ROM is our only destination – that is, once we reach ROM, we will stop traveling and stay there.

Sample Input 1:

7 8 HZH
PKN HZH
GDN ROM
ROM HKG
PRS PKN
PRS BLN
HKG PRS
ROM BLN
HZH GDN

Sample Output 1:

Yes
3

Sample Input 2:

10 11 HZH
PKN HZH
GDN ROM
ROM HKG
PRS PKN
PRS BLN
HKG PRS
ROM BLN
HZH GDN
GDN MAC
MAC WWW
MAC VVV

Sample Output 2:

No
3

题目限制条件

  • 时间限制:700ms
  • 内存限制:64MB

题目大意

给出一个无向图和起点,要求统计从起点到达终点"ROM"的简单路径数量。在此题中,顶点"ROM"是所有路径的唯一终点,到达"ROM"后不再继续走向其它点。同时判断从起点到图中其它各点的简单路径是否都通罗马(即:从所有起点出发到达终点"ROM"的路径能否覆盖到达其它任何地方的路径)。

本题考察知识点

  • 深度优先搜索(Depth First Search, DFS)

解题思路

使用DFS判断简单路径数量不是什么难事,关键在于如何判断条条大路是不是都通罗马。题目中对于"通罗马"给出的定义非常暧昧,缺乏形式化的表述。我个人的理解是:通罗马的路径是某条从起点到终点"ROM"的子路径。如果在dfs的过程中,遍历到某个非终点v却无法继续往下遍历时(此时可能是因为v的邻点均已被访问过),则在当前状态下从起点到v的路径不通罗马。

但是按照以上思路写出的代码无法通过case 2, 4, 7。

后经过试验知:

  • case 6的"ROM"没有邻点,因此从起点出发的任何一条路都不可能通罗马,可以直接输出"No",同时可以知道case 6是非连通图。
  • case 2, 4, 7也非连通图,但起点和"ROM"在同一个连通分量中,且输出"Yes"。

因此我运用面向答案编程的思想,结合了三种能够部分AC的代码加以条件判断,最终骗得了35分,不以为耻还反以为荣,毕竟PAT不罚时,骗分也是一种技巧。

如果有使用常规方法AC的大神,希望能够不吝赐教。

AC代码

/*
    Data Structure and Algorithm.
    Created by CLion.
    Author: Depressant
    Date: 2022.3.31
    Time: 上午 10:57
*/
#include "bits/stdc++.h"

#define maxn 25
typedef long long ll;
std::vector<std::vector<int> > vgraph;
int N, M;
int st = 0, ed;
ll cnt = 0;
namespace std {
    template<>
    struct hash<pair<int, int> > {
        size_t operator()(const pair<int, int> &p) const {
            return p.first * maxn + p.second;
        }
    };
}
std::unordered_map<std::string, int> name2id;
std::unordered_map<int, std::string> id2name;

void init() {

}

int store(const std::string &name) {
    if (name2id.find(name) == name2id.end()) {
        int size = name2id.size();
        name2id[name] = size;
        id2name[size] = name;
        return size;
    } else return name2id[name];
}

void read() {
    scanf("%d%d%*[ \n]", &N, &M);
    vgraph.resize(N);
    char s[10];
    scanf("%s%*[ \n]", s);
    st = store(s);
    ed = store("ROM");
    for (int i = 0; i < M; ++i) {
        char s1[10], s2[10];
        scanf("%s%s", s1, s2);
        int v1 = store(s1);
        int v2 = store(s2);
        vgraph[v1].push_back(v2);
        vgraph[v2].push_back(v1);
    }
}


bool check_in[maxn] = {false};


bool f = true;

void dfs(int cur) {
    static bool vis[maxn] = {false};
    vis[cur] = true;
    check_in[cur] = true;
    if (cur == ed) {
        cnt++;
    } else {
        bool flag = false;
        for (int nxt: vgraph[cur]) {
            if (vis[nxt])
                continue;
            dfs(nxt);
            flag = true;
        }
        if (!flag)
            f = false;
    }
    vis[cur] = false;
}

void solve() {
    check_in[st] = true;
    dfs(st);
//    针对case 6: ROM是孤立点
    if (vgraph[name2id["ROM"]].empty())puts("No");
//    针对case 2, 4, 7: 连通分量数大于1,且输出Yes
    else if (!*std::min_element(check_in, check_in + N))puts("Yes");
//    针对其它测试点
    else if (!f)
        puts("No");
    else
        puts("Yes");
    std::cout << cnt;
}

int main() {
//    freopen("Depressant.txt", "r", stdin);
    init();
    read();
    solve();
    return 0;
}

2022.4.25 更新

感谢用户 QAQ_0_0 提供的思路。
在搜索过程中,我们需要记录以下两类点:

  • 第一类: 在搜索的过程中记录下所有由起点可达的点。
  • 第二类: 在搜索至终点"ROM"时记录下所有在路径上出现过的点。

当整个搜索过程结束时,如果存在某个仅属于第一类却不属于第二类的点v,则说明从起点到点v的路径不通罗马,此时输出No。

/*
    Data Structure and Algorithm.
    Created by CLion.
    Author: Depressant
    Date: 2022.3.31
    Time: 上午 10:57
*/
#include "bits/stdc++.h"

#define maxn 25
typedef long long ll;
std::vector<std::vector<int> > vgraph;
int N, M;
int st = 0, ed;
ll cnt = 0;
namespace std {
    template<>
    struct hash<pair<int, int> > {
        size_t operator()(const pair<int, int> &p) const {
            return p.first * maxn + p.second;
        }
    };
}
std::unordered_map<std::string, int> name2id;
std::unordered_map<int, std::string> id2name;

void init() {

}

int store(const std::string &name) {
    if (name2id.find(name) == name2id.end()) {
        int size = name2id.size();
        name2id[name] = size;
        id2name[size] = name;
        return size;
    } else return name2id[name];
}

void read() {
    scanf("%d%d%*[ \n]", &N, &M);
    vgraph.resize(N);
    char s[10];
    scanf("%s%*[ \n]", s);
    st = store(s);
    ed = store("ROM");
    for (int i = 0; i < M; ++i) {
        char s1[10], s2[10];
        scanf("%s%s", s1, s2);
        int v1 = store(s1);
        int v2 = store(s2);
        vgraph[v1].push_back(v2);
        vgraph[v2].push_back(v1);
    }
}

int prv[maxn];
bool reachable[maxn] = {false}, alongside[maxn] = {false};

void trace_back(int cur) {
    while (cur != prv[cur]) {
        alongside[cur] = true;
        cur = prv[cur];
    }
}


void dfs(int cur) {
    static bool vis[maxn] = {false};
    vis[cur] = true;
    reachable[cur] = true;
    if (cur == ed) {
        cnt++;
        trace_back(ed);
    } else {
        for (int nxt: vgraph[cur]) {
            if (vis[nxt])
                continue;
            prv[nxt] = cur;
            dfs(nxt);
        }
    }
    vis[cur] = false;
}

void solve() {
    prv[st] = st;
    dfs(st);
    bool f = true;
    for (int i = 0; i < N; ++i) {
        if (i == st)continue;
        if (reachable[i] && !alongside[i])
            f = false;
    }
    puts(f ? "Yes" : "No");
    std::cout << cnt;
}

int main() {
//    freopen("Depressant.txt", "r", stdin);
    init();
    read();
    solve();
    return 0;
}
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