Conjectures, tests and proofs: An overview of theory exploration
Paper i proceeding, 2021

A key component of mathematical reasoning is the ability to formulate interesting conjectures about a problem domain at hand. In this paper, we give a brief overview of a theory exploration system called QuickSpec, which is able to automatically discover interesting conjectures about a given set of functions. QuickSpec works by interleaving term generation with random testing to form candidate conjectures. This is made tractable by starting from small sizes and ensuring that only terms that are irreducible with respect to already discovered conjectures are considered. QuickSpec has been successfully applied to generate lemmas for automated inductive theorem proving as well as to generate specifications of functional programs. We give an overview of typical use-cases of QuickSpec, as well as demonstrating how to easily connect it to a theorem prover of the user’s choice.

Författare

Moa Johansson

Chalmers, Data- och informationsteknik, Formella metoder

Nicholas Smallbone

Chalmers, Data- och informationsteknik, Funktionell programmering

Electronic Proceedings in Theoretical Computer Science, EPTCS

20752180 (ISSN)

Vol. 341 1-16

9th International Workshop on Verification and Program Transformation, VPT 2021
Virtual, Luxembourg, Luxembourg,

Ämneskategorier

Annan matematik

Diskret matematik

Matematisk analys

DOI

10.4204/EPTCS.341.1

Mer information

Senast uppdaterat

2021-09-28