Number of edges in a tree digraph

In summary, the discussion is about the validity of the statement that if an undirected graph is a tree, then its number of edges equals the number of vertices minus one. The question is whether this is also true for directed graphs. There is no clear definition of a tree for directed graphs, but one possible way to form a unique tree is by labeling the nodes and using breadth-first search starting from the base node. However, without a way to prioritize nodes, it is unclear how to create a unique tree. The source also mentions a book that discusses this topic in more detail.
  • #1
CGandC
326
34
I know that if an undirected graph is a tree then its number of edges satisfies ## |E| = |V| - 1 ##.
If a directed graph ( digraph ) is a tree, is the result also true? ( I can imagine just taking an undirected tree and making its edges directed but this is specious since it's a little bit more delicate - the digraph that will result will not necessarily be connected, the direction of the edges matter and the definition of what is a 'tree' for digraph needs to be clearly defined )

I haven't seen any discussion about this in discrete mathematics books I have nor directly written on the web ( tree digraph is called 'polytree' from what I've read )
 
Physics news on Phys.org
  • #2
I have no reason to think that there is a difference in the edge count just because some edges are directed.
 
  • #3
What exactly is the definition of a tree for a directed graph? For an undirected graph there are several equivalent definitions (no loops, unique path between vertices) that are not equivalent for directed graphs (e.g. it's easy to make a triangle with no loops but two paths between a pair of vertices)
 
  • #4
Well, the reason I'm asking is because I've been reading about Breadth-first trees from CLRS ( a book about algorithms ) in chapter 20 where they're define as:

1679471941869.png


where ## \pi ## is a function ( whose definition depends on the given graph and source vertex for the BFS algorithm ) "attaching" attributes for the vertices of the graph and ## v.\pi ## means the predecessor ( parent ) node of ## v ##

1679471959938.png

( Source: Introduction to Algorithms by Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. )According to the definition of BFS tree ## E_\pi ## is composed of directed edges if the graph ## G ## itself is directed, but I don't understand how he applies theorem ## B.2 ## ( which is for undirected graphs ) for ## G_\pi ## ( which can be directed ) since a tree for a directed graph is not defined anywhere.

How to solve this predicament in definitions?
 
  • #5
If we have a finite directed or non-directed graph, then here is one way to proceed I think. If the number of nodes is ##n## then we can label them from ##1## to ##n-1##. The node ##1## is essentially the "base node" so to speak (the node at the top of the tree). Next we check whether we can reach all possible points from the base node [this is assuming we necessarily want a single tree as a result]. After that we can use breadth first search starting from node ##1##.

There are no loops in the resulting tree. And also, starting from the base node, there is always a unique path to every other node. However, one thing here that isn't clear to me is that if we don't have a number attached to the nodes [that is, a way of giving priority one node over the other] then how could we get a unique tree. If all the nodes are numbered then we definitely seem to get a unique tree.

=================================================

The above I wrote before the last post, but didn't post it since I thought it might not be relevant to the topic. Since it seems relevant to some extent, I am posting it. What I was trying to say was that as long as:
(1) All the nodes in our directed graph are reachable from source node.
(2) We number all all the nodes from ##1## to ##n##, with ##1## being number of the source node.

Then given the above two conditions there definitely seems to be a way to form a unique tree using breadth-first search.

=================================================

Regarding what has been quoted from the book, it would be a bit difficult to comment (without reading/understanding it in detail) since I only know the very basic of this particular topic.
 
  • Like
Likes CGandC
  • #6
SSequence said:
If we have a finite directed or non-directed graph, then here is one way to proceed I think. If the number of nodes is ##n## then we can label them from ##1## to ##n-1##. The node ##1## is essentially the "base node" so to speak (the node at the top of the tree). Next we check whether we can reach all possible points from the base node [this is assuming we necessarily want a single tree as a result]. After that we can use breadth first search starting from node ##1##.

There are no loops in the resulting tree. And also, starting from the base node, there is always a unique path to every other node. However, one thing here that isn't clear to me is that if we don't have a number attached to the nodes [that is, a way of giving priority one node over the other] then how could we get a unique tree. If all the nodes are numbered then we definitely seem to get a unique tree.

=================================================

The above I wrote before the last post, but didn't post it since I thought it might not be relevant to the topic. Since it seems relevant to some extent, I am posting it. What I was trying to say was that as long as:
(1) All the nodes in our directed graph are reachable from source node.
(2) We number all all the nodes from ##1## to ##n##, with ##1## being number of the source node.

Then given the above two conditions there definitely seems to be a way to form a unique tree using breadth-first search.

=================================================

Regarding what has been quoted from the book, it would be a bit difficult to comment (without reading/understanding it in detail) since I only know the very basic of this particular topic.
Thanks! makes sense now. And you're right, if you give some priority for some nodes to be scanned before others then the resulting BFS tree will be different; I think the authors meant that for a specific scan over all the vertices in the graph given a source vertex, then there will be a corresponding predecessor subgraph ## G_\pi ## and for that graph itself there is a unique simple path from the source vertex to every other vertex in the graph
 
  • Like
Likes SSequence

FAQ: Number of edges in a tree digraph

What is a tree digraph?

A tree digraph is a directed graph that satisfies the properties of a tree, meaning it is connected and acyclic, but with directed edges. Each node (or vertex) has a unique parent except for the root node, which has no parent. In a tree digraph, the direction of the edges indicates the parent-child relationship between nodes.

How many edges are in a tree digraph with n nodes?

A tree digraph with n nodes always has n - 1 edges. This is a fundamental property of trees, as each additional node requires exactly one new edge to connect it to the existing structure without creating cycles.

What is the significance of the number of edges in a tree digraph?

The number of edges in a tree digraph is significant because it reflects the hierarchical structure of the tree. The fact that there are n - 1 edges for n nodes ensures that the tree remains acyclic and connected, which are essential characteristics for its classification as a tree.

Can a tree digraph have more than n - 1 edges?

No, a tree digraph cannot have more than n - 1 edges. If it did, it would contain at least one cycle, violating the definition of a tree. Therefore, the maximum number of edges in a tree digraph is strictly n - 1.

What happens if a tree digraph loses an edge?

If a tree digraph loses an edge, the graph will no longer be connected, and one of the nodes will become isolated. This means that the structure will no longer satisfy the properties of a tree, as it will not have a single path between any two nodes, thereby losing its acyclic and connected nature.

Similar threads

Replies
2
Views
5K
Replies
1
Views
2K
Replies
5
Views
1K
Replies
4
Views
1K
Replies
1
Views
2K
Replies
2
Views
2K
Back
Top