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And/or trees: A local limit point of view

And/or trees: a local limit point of view
Authors: Nicolas Broutin; Cécile Mailler;

And/or trees: A local limit point of view

Abstract

We present here a new and universal approach for the study of random and/or trees, unifying in one framework many different models, including some novel ones not yet understood in the literature. An and/or tree is a Boolean expression represented in (one of) its tree shapes. Fix an integer k, take a sequence of random (rooted) trees of increasing size, say , and label each of these random trees uniformly at random in order to get a random Boolean expression on k variables. We prove that, under rather weak local conditions on the sequence of random trees , the distribution induced on Boolean functions by this procedure converges as n tends to infinity. In particular, we characterize two different behaviors of this limit distribution depending on the shape of the local limit of : a degenerate case when the local limit has no leaves; and a non‐degenerate case, which we are able to describe in more details under stronger conditions. In this latter case, we provide a relationship between the probability of a given Boolean function and its complexity. The examples covered by this unified framework include trees that interpolate between models with logarithmic typical distances (such as random binary search trees) and other ones with square root typical distances (such as conditioned Galton–Watson trees).

Countries
United Kingdom, France, France
Keywords

[MATH.MATH-PR] Mathematics [math]/Probability [math.PR], Probability (math.PR), /dk/atira/pure/subjectarea/asjc/2600/2600; name=General Mathematics, Random graphs (graph-theoretic aspects), /dk/atira/pure/subjectarea/asjc/2600/2604; name=Applied Mathematics, /dk/atira/pure/subjectarea/asjc/1700/1704; name=Computer Graphics and Computer-Aided Design, Trees, local limit, random Boolean functions, Boolean function, FOS: Mathematics, and/or trees, complexity, /dk/atira/pure/subjectarea/asjc/1700/1712; name=Software, random trees, random tree, Mathematics - Probability

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Average
Top 10%
Top 10%
Green
bronze