Papadimitriou–Yannakakis' completeness conjecture for minimum generating sets of quasigroups

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A quasigroup is an algebra whose multiplication table is a Latin square; equivalently, for all elements a,ba,b, there are unique elements x,yx,y such that ax=bax=b and ya=bya=b. The minimum generating set problem asks whether a given quasigroup has a generating set of size at most log⁡n\log n, where nn is the order of the quasigroup.

Papadimitriou–Yannakakis' conjecture. The minimum generating set problem for quasigroups is ∃log⁡2nP\exists^{\log^2 n}\mathsf{P}-complete.

Papadimitriou and Yannakakis established the analogous completeness result for arbitrary magmas and conjectured that completeness persists for the more structured class of quasigroups. The paper reports an unconditional refutation of a version of this conjecture for completeness under quasi-polynomial-size constant-depth reductions, and a refutation under polylogarithmic-space reductions assuming EXP≠PSPACE\mathsf{EXP}\neq\mathsf{PSPACE}, so the conjecture is treated as refuted.

References

Primary source

Nathaniel A. Collins, Joshua A. Grochow, Michael Levet and Armin Weiß, “On the Constant-Depth Circuit Complexity of Generating Quasigroups”, arXiv:2402.00133 (2025).

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