The complexity of HyperQPTL

HyperQPTL and HyperQPTL<sup>+</sup> are expressive specification languages for hyperproperties, properties that relate multiple executions of a system. Tight complexity bounds are known for HyperQPTL finite-state satisfiability and model-checking. Here, we settle the complexity of satisfiability for HyperQPTL as well as satisfiability, finite-state satisfiability, and model-checking for HyperQPTL<sup>+</sup>: the former is Σ<sub>1</sub><sup>2</sup>-complete, the latter are all equivalent to truth in third-order arithmetic, i.e., all four are very undecidable.

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Publication Details

Journal
Information Processing Letters
Published
2026-02-17
DOI
https://doi.org/10.1016/j.ipl.2026.106626
Primary Topic
Formal Methods in Verification
Type
article
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article

The complexity of HyperQPTL

Gaëtan Regaud, Martin Zimmermann
Information Processing Letters
Formal Methods in Verification
article

The complexity of HyperQPTL

Gaëtan Regaud, Martin Zimmermann
article en

Abstract

HyperQPTL and HyperQPTL<sup>+</sup> are expressive specification languages for hyperproperties, properties that relate multiple executions of a system. Tight complexity bounds are known for HyperQPTL finite-state satisfiability and model-checking. Here, we settle the complexity of satisfiability for HyperQPTL as well as satisfiability, finite-state satisfiability, and model-checking for HyperQPTL<sup>+</sup>: the former is Σ<sub>1</sub><sup>2</sup>-complete, the latter are all equivalent to truth in third-order arithmetic, i.e., all four are very undecidable.

Information Processing LettersVol. 193
Openalex Percentile: Top 51%
Formal Methods in Verification
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The complexity of HyperQPTL — Gaëtan Regaud, Martin Zimmermann · Information Processing Letters (2026) | TGRS Research Map | TGRS