Published November 7, 2025
| Version 1.0
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Deterministic Tie-Breaking in Graph Search: Simple Arithmetic Ordering Outperforms Complex Heuristics
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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)
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Additional details
Software
- Repository URL
- https://github.com/andydevok
- Programming language
- Python console