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Mathematics / Original result

Min-Max Degree Optimization in Edge-Minimal Hall-Type Key Assignments

Zicong ChenGraph TheoryAugust 2026

01 / For any reader

The question in plain language

There are n people and m rooms. Any m people must be able to open all m rooms simultaneously, one room each. If the total number of keys is minimal, how should the keys be distributed so that the person carrying the most keys carries as few as possible?

02 / Formal account

Abstract and result

This paper studies a key distribution problem on bipartite graphs G = (M, R, E), where M is a set of n members and R is a set of m rooms (m ≤ n). Specifically, we consider a system where any subset of m members must be able to simultaneously access all m rooms with distinct keys. By Hall’s Marriage Theorem, the minimum total number of keys needed to make m-room matchings is m(n − m + 1). We focus on how to distribute these keys fairly among members so that the maximum key holding number is optimized. This parameter is introduced as ∆(m, n). We first prove that every room must hold exactly n − m + 1 keys in any minimal valid assignment. Then, we demonstrate that ∆(m, n) = Ceil(m(n−m+1)/n) for all positive integers m ≤ n. Finally, we propose two future research problems on member regularity and non-abelian finite groups.

Δ(m,n) = ⌈m(n−m+1)/n⌉
Written
August 2026

03 / Complete manuscript

Read the paper

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