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An Efficiently Computable Lower Bound for the Independence Number of Hypergraphs

Marco Aldi, Thor Gabrielsen, Daniele Grandini, Joy Harris, Kyle Kelley

TL;DR

This paper addresses efficiently bounding the independence number of $k$-uniform hypergraphs by introducing a new lower bound $\ell(G)$ that depends only on $n$ and $m$ and is computable via a decreasing ratio of binomial terms. The main result proves a fundamental inequality $\binom{n}{\alpha(G)+1} \le m\binom{n}{\alpha(G)-k+1}$, from which $\ell(G)$ is derived as $\min\{i: f(i)\le m\}$ with $f(i)=\frac{\binom{n}{i+1}}{\binom{n}{i-k+1}}$, ensuring $\ell(G)\le \alpha(G)$; equality cases include complete and empty hypergraphs. For $k=2$ the bound reduces to a closed-form expression, and $\ell(G)=k-1$ iff $G$ is complete, while $\ell(G)=n$ iff $m=0$. The paper compares $\ell(G)$ to existing bounds: it matches or is weaker than Turán for graphs, but for $k\ge 3$ it can strictly improve on Turan-Spencer, Caro-Tuza, and Csaba-Plick-Shokoufandeh bounds in many instances, supported by explicit constructions and asymptotic families, making it a valuable addition to efficiently computable bounds on independence numbers in hypergraphs.

Abstract

We introduce a lower bound for the independence number of an arbitrary $k$-uniform hypergraph that only depends on the number of vertices and number of edges of the hypergraph.

An Efficiently Computable Lower Bound for the Independence Number of Hypergraphs

TL;DR

This paper addresses efficiently bounding the independence number of -uniform hypergraphs by introducing a new lower bound that depends only on and and is computable via a decreasing ratio of binomial terms. The main result proves a fundamental inequality , from which is derived as with , ensuring ; equality cases include complete and empty hypergraphs. For the bound reduces to a closed-form expression, and iff is complete, while iff . The paper compares to existing bounds: it matches or is weaker than Turán for graphs, but for it can strictly improve on Turan-Spencer, Caro-Tuza, and Csaba-Plick-Shokoufandeh bounds in many instances, supported by explicit constructions and asymptotic families, making it a valuable addition to efficiently computable bounds on independence numbers in hypergraphs.

Abstract

We introduce a lower bound for the independence number of an arbitrary -uniform hypergraph that only depends on the number of vertices and number of edges of the hypergraph.

Paper Structure

This paper contains 3 sections, 5 theorems, 16 equations.

Key Result

Lemma 1

Let $G$ be a $k$-uniform hypergraph with $n$ vertices and $m$ edges. Then

Theorems & Definitions (21)

  • Lemma 1
  • proof
  • Remark 2
  • Theorem 3
  • proof
  • Remark 4
  • Corollary 5
  • proof
  • Remark 6
  • Proposition 7
  • ...and 11 more