Open and increasing paths on N-ary trees with different fitness values
Tianxiang Ren, Jinwen Wu

TL;DR
This paper studies the probabilistic behavior of open and increasing paths in N-ary trees with random fitness values, analyzing their counts and lengths under various stochastic models.
Contribution
It introduces new results on the limiting behavior of open and increasing paths in N-ary trees with random variables, including asymptotic properties.
Findings
Distribution of the number of open paths from root to leaves
Asymptotic behavior of the longest open path
Properties of the longest increasing path with continuous random variables
Abstract
Consider a rooted N-ary tree. For every vertex of this tree, we atttach an i.i.d. Bernoulli random variable. A path is called open if all the random variables that are assigned on the path are 1. We consider limiting behaviors for the number of open paths from the root to leaves and the longest open path. In addition, when all fitness values are i.i.d. continuous random variables, some asymptotic properties of the longest increasing path are proved.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and statistical mechanics · Complex Network Analysis Techniques · Bayesian Methods and Mixture Models
