Reseña: Fourier series formalization in ACL2(r)

Se ha publicado un artículo de razonamiento formalizado en ACL2 sobre análisis matemático titulado Fourier series formalization in ACL2(r).

Sus autores son Cuong K. Chau, Matt Kaufmann y Warren A. Hunt Jr. (de la Univ. of Texas en Austin)

Su resumen es

We formalize some basic properties of Fourier series in the logic of ACL2(r), which is a variant of ACL2 that supports reasoning about the real and complex numbers by way of non-standard analysis. More specifically, we extend a framework for formally evaluating definite integrals of real-valued, continuous functions using the Second Fundamental Theorem of Calculus. Our extended framework is also applied to functions containing free arguments. Using this framework, we are able to prove the orthogonality relationships between trigonometric functions, which are the essential properties in Fourier series analysis. The sum rule for definite integrals of indexed sums is also formalized by applying the extended framework along with the First Fundamental Theorem of Calculus and the sum rule for differentiation. The Fourier coefficient formulas of periodic functions are then formalized from the orthogonality relations and the sum rule for integration. Consequently, the uniqueness of Fourier sums is a straightforward corollary.

We also present our formalization of the sum rule for definite integrals of infinite series in ACL2(r). Part of this task is to prove the Dini Uniform Convergence Theorem and the continuity of a limit function under certain conditions. A key technique in our proofs of these theorems is to apply the overspill principle from non-standard analysis.

El trabajo se ha presentado en el ACL2 2015 (13th International Workshop on the ACL2 Theorem Prover and Its Applications).

Reseña: Efficient, mechanically-verified validation of satisfiability solvers

Se ha publicado una tesis doctoral de razonamiento formalizado en ACL2 Efficient, mechanically-verified validation of satisfiability solvers.

Su autor es Nathan Wetzler (de The Mechanized Theorem Proving Group en The University of Texas at Austin).

Los directores de la tesis son Warren A. Hunt, Jr. y Marijn J. H. Heule.

Su resumen es

Satisfiability (SAT) solvers are commonly used for a variety of applications, including hardware verification, software verification, theorem proving, debugging, and hard combinatorial problems. These applications rely on the efficiency and correctness of SAT solvers. When a problem is determined to be unsatisfiable, how can one be confident that a SAT solver has fully exhausted the search space? Traditionally, unsatisfiability results have been expressed using resolution or clausal proof systems. Resolution-based proofs contain perfect reconstruction information, but these proofs are extremely large and difficult to emit from a solver. Clausal proofs rely on rediscovery of inferences using a limited number of techniques, which typically takes several orders of magnitude longer than the solving time. Moreover, neither of these proof systems has been able to express contemporary solving techniques such as bounded variable addition. This combination of issues has left SAT solver authors unmotivated to produce proofs of unsatisfiability.

The work from this dissertation focuses on validating satisfiability solver output in the unsatisfiability case. We developed a new clausal proof format called DRAT that facilitates compact proofs that are easier to emit and capable of expressing all contemporary solving and preprocessing techniques. Furthermore, we implemented a validation utility called DRAT-trim that is able to validate proofs in a time similar to that of the discovery time. The DRAT format has seen widespread adoption in the SAT community and the DRAT-trim utility was used to validate the results of the 2014 SAT Competition.

DRAT-trim uses many advanced techniques to realize its performance gains, so why should the results of DRAT-trim be trusted? Mechanical verification enables users to model programs and algorithms and then prove their correctness with a proof assistant, such as ACL2. We designed a new modeling technique for ACL2 that combines efficient model execution with an agile and convenient theory. Finally, we used this new technique to construct a fast, mechanically-verified validation tool for proofs of unsatisfiability. This research allows SAT solver authors and users to have greater confidence in their results and applications by ensuring the validity of unsatisfiability results.

Verified AIG algorithms in ACL2

Se ha publicado un artículo de verificación formal en ACL2 titulado Verified AIG algorithms in ACL2.

Sus autores son

Su resumen es

And-Inverter Graphs (AIGs) are a popular way to represent Boolean functions (like circuits). AIG simplification algorithms can dramatically reduce an AIG, and play an important role in modern hardware verification tools like equivalence checkers. In practice, these tricky algorithms are implemented with optimized C or C++ routines with no guarantee of correctness. Meanwhile, many interactive theorem provers can now employ SAT or SMT solvers to automatically solve finite goals, but no theorem prover makes use of these advanced, AIG-based approaches.

We have developed two ways to represent AIGs within the ACL2 theorem prover. One representation, Hons-AIGs, is especially convenient to use and reason about. The other, Aignet, is the opposite; it is styled after modern AIG packages and allows for efficient algorithms. We have implemented functions for converting between these representations, random vector simulation, conversion to CNF, etc., and developed reasoning strategies for verifying these algorithms.

Aside from these contributions towards verifying AIG algorithms, this work has an immediate, practical benefit for ACL2 users who are using GL to bit-blast finite ACL2 theorems: they can now optionally trust an off-the-shelf SAT solver to carry out the proof, instead of using the built-in BDD package. Looking to the future, it is a first step toward implementing verified AIG simplification algorithms that might further improve GL performance

El trabajo se ha presentado en el ACL2 2013 (Eleventh International Workshop on the ACL2 Theorem Prover and Its Applications).

On the role of formalization in computational mathematics

Se ha publicado un artículo sobre razonamiento formalizado en topología algebraica titutado On the role of formalization in computational mathematics.

Su autor es Julio Rubio (de la Universidad de la Rioja).

Su resumen es

In this paper, we will report on the developments carried out in Isabelle/HOL, ACL2 and Coq/SSReflect on Computational Algebraic Topology, in the frame of the ForMath European project. The aim is to illustrate, trough concrete examples, the role of formalization technologies in Computational Mathematics in general.

Verifying the bridge between simplicial topology and algebra: the Eilenberg-Zilber algorithm

Se ha publicado un artículo de razonamiento formalizado en ACL2 titulado Verifying the bridge between simplicial topology and algebra: the Eilenberg-Zilber algorithm.

Sus autores son

Su resumen es

The Eilenberg–Zilber algorithm is one of the central components of the computer algebra system called Kenzo, devoted to computing in Algebraic Topology. In this article we report on a complete formal proof of the underlying Eilenberg–Zilber theorem, using the ACL2 theorem prover. As our formalization is executable, we are able to compare the results of the certified programme with those of Kenzo on some universal examples. Since the results coincide, the reliability of Kenzo is reinforced. This is a new step in our long-term project towards certified programming for Algebraic Topology.

El artículo se ha publicado en Logic Journal of the IGPL.

Los códigos de las correspondientes teorías en ACL2 se encuentran aquí.