The Matrix Reproved

Martin Clochard (1) , Léon Gondelman (1) , Mário Pereira (1)

1 TOCCATA - Formally Verified Programs, Certified Tools and Numerical Computations

In this paper we describe a complete solution for the first challenge of the VerifyThis 2016 competition held at the 18th ETAPS Forum. We present the proof of two variants for the multiplication of matrices: a naive version using three nested loops and Strassen's algorithm. The proofs are conducted using the Why3 platform for deductive program verification and automated theorem provers to discharge proof obligations. In order to specify and prove the two multiplication algorithms, we develop a new Why3 theory of matrices. In order to prove the matrix identities on which Strassen's algorithm is based, we apply the proof by reflection methodology, which we implement using ghost state.To our knowledge, this is the first time such a methodology is used under an auto-active setting.

Domains: Logic in Computer Science [cs.LO]

Martin Clochard, Léon Gondelman, Mário Pereira. The Matrix Reproved: Verification Pearl. Journal of Automated Reasoning, 2018, 60 (3), pp.365-383. ⟨10.1007/s10817-017-9436-2⟩. ⟨hal-01617437⟩