AI & ML
The probabilistic bound for perfect hashing is sharp only for binary alphabets
arXiv math.IT0 views
arXiv:2611.08230v1 Announce Type: cross Abstract: We investigate the optimal asymptotic rate $R_q$ of perfect $q$-hash codes, a fundamental extremal problem in combinatorics, information theory, and computer science. Let $B_q=-\log_2(1-q!/q^q)/(q-1)$ denote the classical probabilistic lower bound. We prove that $R_q=B_q$ if and only if $q=2$, establishing an explicit strict improvement for every $q\ge3$ and settling the first assertion of a conjecture of Xing and Yuan (Combinatorica 43 (2023), 347--366). More significantly, we show that, for every $\eta>0$, $R_q\ge B_q+\exp(-(2+\eta)q)$ for all sufficiently large integers $q$. This improves the previously known increments of scale $\exp(-3q+O(\ln q))$ by an exponential factor. We also establish a structural limitation of the concatenation method. For pairwise uniform inner codes of subexponential length, the resulting rate bound exceeds $B_q$ by at most $\exp(-3q+o(q))$. Thus, exponentially long inner codes are necessary to achieve the new improvement scale within this framework. Our proofs combine Fourier analysis, high-dimensional simplex codes, additive permutation counts, and entropy bounds for hypergraph matchings. We further strengthen lower bounds from short inner codes and improve several known numerical estimates.
Source:https://arxiv.org/abs/2611.08230PreviousStealthy Malicious Interference Detection in UAV Formations: A Power-Domain Signaling Game ApproachNextA class of asymptotically optimal authentication codes with secrecy
Related posts
Global stocks tumble as AI panic grips markets after Democrats' midterm success
0Hacker News
Turning GPT GIFs into a cat film: what smoothing fixed, and what it didn’t
0dev.to AI
I Stopped Writing a New API Client for Every AI Model
0dev.to AI
The smallest feature we shipped started a war (the friendly kind)
0dev.to AI
Authorized is not proven: what the FDA's AI device list does and doesn't tell you
0dev.to AI

Moved Your Repo Folder? Every Agent Worktree Broke. git worktree repair Fixes It
0dev.to AI