I am trying to find all paths from a source node to a destination node in a graph. The graph is directed. I am using a rather simple adjacency list representation for the graph with C++. This is what I use for the nodes:
struct node
{
int id;
std::vector <int> neighbours;
};
Neighbours are the nodes that you can reach from a node.
This is what I use to store the whole graph:
std::vector < node > graph;
Example:
For the graph above, using the code:
for(int i=0;i<graph.size();i++)
{
std::cout<<graph[i].id<<"->";
for(int j=0;j<graph[i].neighbours.size();j++)
{
std::cout<<graph[i].neighbours[j].id;
if(j!=graph[i].neighbours.size()-1)
std::cout<<",";
}
std::cout<<std::endl;
}
Gives me all the adjacencies correctly as:
0->1,4,3
1->2
2->3
3->
4->2
Now, I want to write such a function:
void find_paths(int start, int end)
That when you give the start and ending points, it will print out all possible paths from the start to the end point.
Example: When I run,
find_paths(0,3) :
0->1->2->3
0->4>2>3
0->3
I want such an output. Performance is not really an issue here. Any working algorithm could do. What sort of algorithm can I use to solve such a problem? Also, if there are no possible paths, how can I get the function to recognize this?
Have a look at Breadth first search and Depth first search . Both methods are designed to traverse the graph, in different orders, to find a certain node.
To get all solutions and not just the shortest one, you could keep a list of all paths which led to success during traversal.
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