cpp中最简单的Graph实现

Question

Currently I am learning graph implementation. I found 2 implementation namely matrix and adjacency list using vector in cpp. But the problems I face are following

With matrix

• Passing to function is hard
• Adding new nodes is not possible
• memory inefficient

Vector implementation of adjacency list

// Code taken from geeksforgeeks
vector<int> adj[V]; 

// adding edge from u to v
adj[u].push_back(v);

• adding new node is not possible
• and also passing to function is hard

So I want a solution in cpp which can solve above 2 problems.

Answer 1

I have efficient and easiest implementation of graph in cpp . It solves all problems you mentioned above. It is called as vector in vector .

// Suppose at start we have
// number of nodes
int nodes = 5;

// number of edges
int edges = 4;

// define graph
vector<vector<int>> graph(nodes, vector<int>());

int u, v; // edge from u -> v
for(int i=0;i<edges;i++){
    cin >> u >> v;
    graph[u].push_back(v);
}

// suppose we want to add node
graph.push_back(vector<int>());

// print graph content
int index = 0;
for(auto x : graph){
    cout << index << "-> ";
    for(auto y: x){
        cout << y << " ";
    }
    cout << endl;
    index ++;
}

Input to above code

5 4
0 1
0 2
2 1
2 3

Output

0-> 1 2 
1-> 
2-> 1 3 
3-> 
4-> 
5-> // new node

Advantages

• Can add node at run time
• memory efficient
• you can pass to function easily like normal vector
• you can find nodes in another function without passing it.

Answer 2

This is by no mean efficient implementation, but a perhaps a set of pairs is what you are looking for.

#include <iostream>
#include <utility>
#include <set>
#include <algorithm>

template<class T>
class graph
{
public:
    std::set<std::pair<T, T>> storage;

    /* true item added, false otherwise */
    bool add_edge(T v1, T v2)
    {
        auto ret = storage.insert(std::make_pair(v1, v2));
        return ret.second;
    }

    /* return value: edges deleted */
    int delete_edge(T v1, T v2)
    {
        return storage.erase(std::make_pair(v1, v2));
    }

    void print_graph()
    {
        std::for_each(storage.begin(), storage.end(),
        [](std::pair<T, T> const& p) {
            std::cout << p.first << "--> " << p.second << std::endl;
        });
    }
};

---

#include <iostream>
#include "graph.h"

int main()
{
    graph<int> g;
    g.add_edge(5, 4);
    g.add_edge(5, 4);
    g.add_edge(6, 2);
    g.print_graph();
    g.delete_edge(5, 4);
    g.print_graph();
    return 0;
}

Compile command

g++ -std=c++17 -Wall -Wextra -pedantic main.cpp

Output

5 --> 4
6 --> 2
/* Deleted 5 --> 4 */
6 --> 2