Unverified

Splay Trees Achieve the First Sublogarithmic Competitive Ratio

Petr Chmel, Bernhard Haeupler, Richard Hladík, Michal Koucký, Antti Roeyskoe, Václav Rozhoň, Ondřej Sladký, and Robert E. Tarjan report an O(log log n times log-squared log log n)-competitive bound for splay trees, the first sublogarithmic ratio and substantial partial progress rather than a proof of the dynamic optimality conjecture.

Report typeProgress
Reported byPetr Chmel, Bernhard Haeupler, Richard Hladík, Michal Koucký, Antti Roeyskoe, Václav Rozhoň, Ondřej Sladký, Robert E. Tarjan
ModelsSplay trees
Source dateAug 9, 2026

Shay Solomon reports that Petr Chmel, Bernhard Haeupler, Richard Hladík, Michal Koucký, Antti Roeyskoe, Václav Rozhoň, Ondřej Sladký, and Robert E. Tarjan have proved the first sublogarithmic competitive ratio for splay trees, a major partial advance on the dynamic optimality conjecture.

The conjecture asks whether splay trees are within a constant factor of the optimal offline dynamic binary search tree on every access sequence. The preprint proves an O(log⁡log⁡n log⁡2 ⁣log⁡log⁡n)=O~(log⁡log⁡n)O(\log\log n\,\log^2\!\log\log n)=\widetilde O(\log\log n) ratio, improving the previously known O(log⁡n)O(\log n) bound but not establishing constant competitiveness. The computational system studied is the splay-tree data structure itself; neither retained source attributes the proof to an AI system or automated prover, and the public technical evidence is presently an arXiv preprint.

Sources: Shay Solomon's announcement

Related Materials: Splay trees are almost dynamically optimal

Coming soon

Organizer

Boyuan Wang portraitBoyuan Wang
Minghan Wang portraitMinghan Wang
Bochao Li portraitBochao Li
Hongwei Hu portraitHongwei Hu