Recursive tree explained

In graph theory, a recursive tree (i.e., unordered tree) is a labeled, rooted tree. A size- recursive tree's vertices are labeled by distinct positive integers, where the labels are strictly increasing starting at the root labeled 1. Recursive trees are non-planar, which means that the children of a particular vertex are not ordered; for example, the following two size-3 recursive trees are equivalent: .

Recursive trees also appear in literature under the name Increasing Cayley trees.

Properties

The number of size-n recursive trees is given by

Tn=(n-1)!.

Hence the exponential generating function T(z) of the sequence Tn is given by

T(z)=\sumn\geTn

zn=log\left(
n!
1
1-z

\right).

Combinatorically, a recursive tree can be interpreted as a root followed by an unordered sequence of recursive trees. Let F denote the family of recursive trees. Then

F=\circ+

1
1!

\circ x F +

1
2!

\circ x F*F +

1
3!

\circ x F*F*F* =\circ x \exp(F),

where

\circ

denotes the node labeled by 1, × the Cartesian product and

*

the partition product for labeled objects.

By translation of the formal description one obtains the differential equation for T(z)

T'(z)=\exp(T(z)),

with T(0) = 0.

Bijections

There are bijective correspondences between recursive trees of size n and permutations of size n - 1.

Applications

Recursive trees can be generated using a simple stochastic process. Such random recursive trees are used as simple models for epidemics.

References