How many trees in a graph?

In summary: However, there are methods such as the "deletion-contraction" theorem and calculating the graph's laplacian matrix that can be used to recursively determine the number of trees in a graph. These methods require labeling the vertices and edges of the graph in order to accurately count the number of trees.
  • #1
Marvin94
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How many trees are in a graph if the number of nodes and the number of branches (or meshes) is given? I refer to the trees which has to "walk" through the nodes along the given branches (so no tree between 2 nodes without a connecting branch between them)
 
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  • #2
I don't think there is a way to count the number of spanning trees of a graph if you only have the number of nodes and branches.

However, If you are able to label the vertices and edges of a graph then there is the "deletion-contraction" theorem which says that the number of spanning trees of a graph, G, is equal to the number of spanning trees of G by deleting an edge plus the number of spanning trees of the G by contracting an edge. From there, it's clear to see that you can recursively apply this theorem until you end up with a bunch of small graphs with trees that you can count easily. Another method is to calculate any cofactor of the graph's laplacian matrix (https://en.wikipedia.org/wiki/Laplacian_matrix), but again to do so you must be able to label the graph.

I hope this helps a bit.
 
  • #3

It is not possible to determine the exact number of trees in a graph based on the number of nodes and branches. This is because the arrangement and connections between the nodes can vary greatly, resulting in a different number of trees. Additionally, the definition of a tree in graph theory is a connected graph with no cycles, so it is not necessary for every node to have a connecting branch. Therefore, the number of trees in a graph cannot be determined solely by the number of nodes and branches.
 

1. How do you count the number of trees in a graph?

To count the number of trees in a graph, you can use a graph traversal algorithm, such as depth-first search or breadth-first search, to visit each node and determine which edges belong to a tree. You can then keep track of the number of trees by counting the number of times the algorithm is run.

2. Can a graph have more than one tree?

Yes, a graph can have multiple trees. A tree is a type of graph that has no cycles, which means that each node is connected to at most one other node. Therefore, if a graph has multiple disconnected components, each of those components can be considered a tree.

3. Are all graphs considered trees?

No, not all graphs are considered trees. A tree is a special type of graph that has no cycles and is connected. Therefore, a graph that has cycles or is not connected cannot be considered a tree.

4. How does the number of nodes affect the number of trees in a graph?

The number of nodes does not directly affect the number of trees in a graph. However, the number of nodes can indirectly affect the number of trees by determining the maximum number of edges a graph can have. A tree can have at most one less edge than the number of nodes in the graph.

5. Can the number of trees in a graph change?

Yes, the number of trees in a graph can change if the graph is modified. Adding or removing edges or nodes from a graph can change the number of trees present. However, if the graph structure remains the same, the number of trees in the graph will remain the same.

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