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A generalization of Boppana's entropy inequality

Boon Suan Ho

TL;DR

The paper generalizes Boppana's entropy inequality to real parameters $k>1$, proving the existence of a unique $0<\alpha_k<1$ satisfying $\alpha_k(1+\alpha_k)^{k-1}=1$ such that $\alpha_k h(x^k)\ge x^{k-1} h(x)$ for all $0\le x\le1$, with equality at $x=0$, $x=1/(1+\alpha_k)$, or $x=1$. This yields an analogue of the union-closed sets conjecture for approximate $k$-union closed set systems. The proof centers on analyzing $q(x)= x^{k-1} h(x)/h(x^k)$ and uses the auxiliary function $U(x)= \log x\,\log(1-x)/h(x)$ to pinpoint the unique critical point via $U(x)=U(x^k)$, which forces $x^k=1-x$ and leads to $x=1/(1+\alpha_k)$. The result is formalized in Lean 4 and connects to Yuster's conjecture on approximate $k$-union closed systems, contributing to the broader approach to the union-closed sets problem.

Abstract

In recent progress on the union-closed sets conjecture, a key lemma has been Boppana's entropy inequality: $h(x^2)\geφxh(x)$, where $φ=(1+\sqrt5)/2$ and $h(x)=-x\log x-(1-x)\log(1-x)$. In this note, we prove that the generalized inequality $α_kh(x^k)\ge x^{k-1}h(x)$, first conjectured by Yuster, holds for real $k>1$, where $α_k$ is the unique positive solution to $x(1+x)^{k-1}=1$. This implies an analogue of the union-closed sets conjecture for approximate $k$-union closed set systems. We also formalize our proof in Lean 4.

A generalization of Boppana's entropy inequality

TL;DR

The paper generalizes Boppana's entropy inequality to real parameters , proving the existence of a unique satisfying such that for all , with equality at , , or . This yields an analogue of the union-closed sets conjecture for approximate -union closed set systems. The proof centers on analyzing and uses the auxiliary function to pinpoint the unique critical point via , which forces and leads to . The result is formalized in Lean 4 and connects to Yuster's conjecture on approximate -union closed systems, contributing to the broader approach to the union-closed sets problem.

Abstract

In recent progress on the union-closed sets conjecture, a key lemma has been Boppana's entropy inequality: , where and . In this note, we prove that the generalized inequality , first conjectured by Yuster, holds for real , where is the unique positive solution to . This implies an analogue of the union-closed sets conjecture for approximate -union closed set systems. We also formalize our proof in Lean 4.
Paper Structure (5 sections, 8 theorems, 11 equations)

This paper contains 5 sections, 8 theorems, 11 equations.

Key Result

Proposition 1

Let $\log$ denote the natural logarithm, and define the binary entropy function $h(x)\coloneqq-x\log x-(1-x)\log(1-x)$ for $0<x<1$, setting $h(0)=h(1)=0$. Then $h(x^2)\ge\phi xh(x)$ for $0\le x\le1$, where $\phi=(1+\sqrt5)/2$, and equality holds iff $x=0$, $1/\phi$, or $1$.

Theorems & Definitions (13)

  • Proposition 1
  • Theorem 1
  • Corollary 1: yus1, Conjecture 1.5
  • Lemma 1
  • proof
  • Lemma 2
  • proof
  • Lemma 3
  • proof
  • Lemma 4
  • ...and 3 more