Set of support, demodulation, paramodulation: a historical perspective

This article is a tribute to the scientific legacy of automated reasoning pioneer and JAR founder Lawrence T. (Larry) Wos. Larry's main technical contributions were the set-of-support strategy for resolution theorem proving, and the demodulation and paramodulation inference rules for building equality into resolution. Starting from the original definitions of these concepts in Larry's papers, this survey traces their evolution, unearthing the often forgotten trails that connect Larry's original definitions to those that became standard in the field

Towards a complete transformational toolkit for compilers

PIM is an equational logic designed to function as a ``transformational toolkit'' for compilers and other programming tools that analyze and manipulate imperative languages.It has been applied to such problems as program slicing, symbolic evaluation, conditional constant propagation, and dependence analysis.PIM consists of the untyped lambda calculus extended with an algebraic data type that characterizes the behavior of lazy stores and generalized conditionals.A graph form of PIM terms is by design closely related to several intermediate representations commonly used in optimizing compilers. In this paper, we show that PIM's core algebraic component, PIM$_t$, possesses a complete equational axiomatization (under the assumption of certain reasonable restrictions on term formation). This has the practical consequence of guaranteeing that every semantics-preserving transformation on a program representable in PIM$_t$ can be derived by application of PIM$_t$ rules. We systematically derive the complete PIM$_t$ logic as the culmination of a sequence of increasingly powerful equational systems starting from a straightforward ``interpreter'' for closed PIM$_t$ terms. This work is an intermediate step in a larger program to develop a set of well-founded tools for manipulation of imperative programs by compilers and other systems that perform program analysis

Constrained completion: Theory, implementation, and results

The Knuth-Bendix completion procedure produces complete sets of reductions but can not handle certain rewrite rules such as commutativity. In order to handle such theories, completion procedure were created to find complete sets of reductions modulo an equational theory. The major problem with this method is that it requires a specialized unification algorithm for the equational theory. Although this method works well when such an algorithm exists, these algorithms are not always available and thus alternative methods are needed to attack problems. A way of doing this is to use a completion procedure which finds complete sets of constrained reductions. This type of completion procedure neither requires specialized unification algorithms nor will it fail due to unorientable identities. We present a look at complete sets of reductions with constraints, developed by Gerald Peterson, and the implementation of such a completion procedure for use with HIPER - a fast completion system. The completion procedure code is given and shown correct along with the various support procedures which are needed by the constrained system. These support procedures include a procedure to find constraints using the lexicographic path ordering and a normal form procedure for constraints. The procedure has been implemented for use under the fast HIPER system, developed by Jim Christian, and thus is quick. We apply this new system, HIPER- extension, to attack a variety of word problems. Implementation alternatives are discussed, developed, and compared with each other as well as with the HIPER system. Finally, we look at the problem of finding a complete set of reductions for a ternary boolean algebra. Given are alternatives to attacking this problem and the already known solution along with its run in the HIPER-extension system --Abstract, page iii

Superposition for Lambda-Free Higher-Order Logic

We introduce refutationally complete superposition calculi for intentional and extensional clausal $\lambda$-free higher-order logic, two formalisms that allow partial application and applied variables. The calculi are parameterized by a term order that need not be fully monotonic, making it possible to employ the $\lambda$-free higher-order lexicographic path and Knuth-Bendix orders. We implemented the calculi in the Zipperposition prover and evaluated them on Isabelle/HOL and TPTP benchmarks. They appear promising as a stepping stone towards complete, highly efficient automatic theorem provers for full higher-order logic

Verification of LOTOS Specifications Using Term Rewriting Techniques

Recently the use of formal methods in describing and analysing the behaviour of (computer) systems has become more common. This has resulted in the proliferation of a wide variety of different specification formalisms, together with analytical techniques and methodologies for specification development. The particular specification formalism adopted for this study is LOTOS, an ISO standard formal description technique. Although there are many works dealing with how to write LOTOS specifications and how to develop a LOTOS specification from the initial abstract requirements specification to concrete implementation, relatively few works are concerned with the problems of expressing and proving the correctness of LOTOS specifications, i.e. verification. The main objective of this thesis is to address this shortfall by investigating the meaning of verification as it relates to concurrent systems in general, and in particular to those systems described using LOTUS. Further goals are to automate the verification process using equational reasoning and term rewriting, and also to attempt to make the results of this work, both theoretical and practical, as accessible to LOTOS practitioners as possible. After introducing the LOTUS language and related formalisms, the thesis continues with a survey of approaches to verification of concurrent systems with a view to identifying those approaches suitable for use in verification of properties of systems specified using LOTOS. Both general methodology and specific implementation techniques are considered. As a result of this survey, two useful approaches are identified. Both are based on the technique of expressing the correctness of a LOTUS specification by comparison with another, typically more abstract, specification. The second approach, covered later in the thesis, uses logic for the more abstract specification. The main part of the thesis is concerned with the first approach, in which both specifications are described in LOTUS, and the comparison is expressed by a behavioural equivalence or preorder relation. This approach is further explored by means of proofs based on the paradigm of equational reasoning, implemented by term rewriting. Initially, only Basic LOTUS (i.e. the process algebra) is considered. A complete (i.e. confluent and terminating) rule set for weak bisimulation congruence over a subset of Basic LOTOS is developed using RRL (Rewrite Rule Laboratory). Although fully automatic, this proof technique is found to be insufficient for anything other than finite toy examples. In order to give more power, the rule set is supplemented by an incomplete set of rules expressing the expansion law. The incompleteness of the rule set necessitates the use of a strategy in applying the rules, as indiscriminate application of the rules may lead to non-termination of the rewriting. A case study illustrates the use of these rules, and also the effect of different interpretations of the verification requirement on the outcome of the proof. This proof technique, as a result of the deficiencies of the tool on which it is based, has two major failings: an inability to handle recursion, and no opportunity for user control in the proof. Moving to a different tool, PAM (Process Algebra Manipulator), allows correction of these faults, but at the cost of automation. The new implementation acts merely as computerised pencil and paper, although tactics can be defined which allow some degree of automation. Equations may be applied in either direction, therefore completion is no longer as important. (Note that the tactic language could be used to describe a a complete set of rules which would give an automatic proof technique, therefore some effort towards completion is still desirable. However, since LOTOS weak bisimulation congruence is undecidable, there can never be a complete rule set for deciding equivalence of terms from the full LOTUS language.) The composition of the rule set is re-considered, with a. view to using alternative axiomatisations of weak bisimulation congruence: two main axiomatisations are described and their relative merits compared. The axiomatisation of other LOTUS relations is also considered. In particular, we consider the pitfalls of axiomatising the cred preorder relation. In order to demonstrate the use of the PAM proof system developed, the case study, modified to use recursion, is re-examined. Four other examples taken from the literature, one substantial, the others fairly small, are also investigated to further demonstrate the applicability of the PAM proof system to a variety of examples. The above approach considers Basic LOTUS only; to be more generally applicable the verification of properties of full LOTOS specifications (i.e. including abstract data types) must also be studied. Methods for proving the equivalence of full LOTUS specifications are examined, including a modification of the technique used successfully above. The application of this technique is illustrated via proofs of the equivalence of three variants of the well-known stack example

Renforcement du noyau d un démonstrateur SMT (Conception et implantation de procédures de décisions efficaces)

Cette thèse s'intéresse à la démonstration automatique de la validité de formules mathématiques issues de la preuve de programmes. Elle se focalise tout particulièrement sur la Satisfiabilité Modulo Théories (SMT): un jeune domaine de recherche qui a connu de grands progrès durant la dernière décennie. Les démonstrateurs de cette famille ont des applications diverses dans la conception de microprocesseurs, la preuve de programmes, le model-checking, etc.Les démonstrateurs SMT offrent un bon compromis entre l'expressivité et l'efficacité. Ils reposent sur une coopération étroite d'un solveur SAT avec une combinaison de procédures de décision pour des théories spécifiques comme la théorie de l'égalité libre avec des symboles non interprétés, l'arithmétique linéaire sur les entiers et les rationnels, et la théorie des tableaux.L'objectif de cette thèse est d'améliorer l'efficacité et l'expressivité du démonstrateur SMT Alt-Ergo. Pour cela, nous proposons une nouvelle procédure de décision pour la théorie de l'arithmétique linéaire sur les entiers. Cette procédure est inspirée par la méthode de Fourier-Motzkin, mais elle utilise un simplexe sur les rationnels pour effectuer les calculs en pratique. Nous proposons également un nouveau mécanisme de combinaison, capable de raisonner dans l'union de la théorie de l'égalité libre, la théorie AC des symboles associatifs et commutatifs et une théorie arbitraire deShostak. Ce mécanisme est une extension modulaire et non intrusive de la procédure de completion close modulo AC avec la théorie de Shostak. Aussi, nous avons étendu Alt-Ergo avec des procédures de décision existantes pour y intégrer d'autres théories intéressantes comme la théorie de types de données énumérés et la théorie des tableaux. Enfin, nous avons exploré des techniques de simplification de formules en amont et l'amélioration de son solveur SAT.This thesis tackles the problem of automatically proving the validity of mathematical formulas generated by program verification tools. In particular, it focuses on Satisfiability Modulo Theories (SMT): a young research topic that has seen great advances during the last decade. The solvers of this family have various applications in hardware design, program verification, model checking, etc.SMT solvers offer a good compromise between expressiveness and efficiency. They rely on a tight cooperation between a SAT solver and a combination of decision procedures for specific theories, such as the free theory of equality with uninterpreted symbols, linear arithmetic over integers and rationals, or the theory of arrays.This thesis aims at improving the efficiency and the expressiveness of the Alt-Ergo SMT solver. For that, we designed a new decision procedure for the theory of linear integer arithmetic. This procedure is inspired by Fourier-Motzkin's method, but it uses a rational simplex to perform computations in practice. We have also designed a new combination framework, capable of reasoning in the union of the free theory of equality, the AC theory of associative and commutativesymbols, and an arbitrary signature-disjoint Shostak theory. This framework is a modular and non-intrusive extension of the ground AC completion procedure with the given Shostak theory. In addition, we have extended Alt-Ergo with existing decision procedures to integrate additional interesting theories, such as the theory of enumerated data types and the theory of arrays. Finally, we have explored preprocessing techniques for formulas simplification as well as the enhancement of Alt-Ergo's SAT solver.PARIS11-SCD-Bib. électronique (914719901) / SudocSudocFranceF