Published November 7, 2025 | Version 1.0
Preprint Open

Deterministic Tie-Breaking in Graph Search: Simple Arithmetic Ordering Outperforms Complex Heuristics

Description

A 70% Improvement Through Deterministic Ordering

We demonstrate that simple arithmetic node ordering (DigitSum, Mod2) 

achieves 70% better performance than complex heuristics in graph search. 

Counterintuitively, O(1) strategies outperform O(√n) approaches through 

consistent tie-breaking. Includes reproducible experiments on 150 graphs 

with complete source code.

Files

PiroloADeterministic Tie-Breaking in Graph Search18.pdf

Files (2.4 MB)

Additional details

Software

Repository URL
https://github.com/andydevok
Programming language
Python console