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Probabilistic logic programs are logic programs in which some of the facts are annotated with probabilities. Several classical probabilistic inference tasks (such as MAP and computing marginals) have not yet received a lot of attention for…

人工智能 · 计算机科学 2012-02-20 Daan Fierens , Guy Van den Broeck , Ingo Thon , Bernd Gutmann , Luc De Raedt

There are many techniques and tools for termination of C programs, but up to now they were not very powerful for termination proofs of programs whose termination depends on recursive data structures like lists. We present the first approach…

计算机科学中的逻辑 · 计算机科学 2023-07-21 Jera Hensel , Jürgen Giesl

Many recent analyses for conventional imperative programs begin by transforming programs into logic programs, capitalising on existing LP analyses and simple LP semantics. We propose using logic programs as an intermediate program…

编程语言 · 计算机科学 2020-02-19 Graeme Gange , Jorge A. Navas , Peter Schachte , Harald Sondergaard , Peter J. Stuckey

We present an expressive logic over trace formulas, based on binary state predicates, chop, and least fixed-points, for precise specification of programs with recursive procedures. Both, programs and trace formulas, are equipped with a…

计算机科学中的逻辑 · 计算机科学 2024-11-21 Dilian Gurov , Reiner Hähnle

We extend a technique called Compiling Control. The technique transforms coroutining logic programs into logic programs that, when executed under the standard left-to-right selection rule (and not using any delay features) have the same…

编程语言 · 计算机科学 2017-08-28 Vincent Nys , Danny De Schreye

The goal of inductive logic programming is to induce a logic program (a set of logical rules) that generalises training examples. Inducing programs with many rules and literals is a major challenge. To tackle this challenge, we introduce an…

机器学习 · 计算机科学 2023-08-21 Andrew Cropper , Céline Hocquette

We describe techniques for synthesis and verification of recursive functional programs over unbounded domains. Our techniques build on top of an algorithm for satisfiability modulo recursive functions, a framework for deductive synthesis,…

编程语言 · 计算机科学 2013-04-23 Etienne Kneuss , Viktor Kuncak , Ivan Kuraj , Philippe Suter

Qualification has been recently introduced as a generalization of uncertainty in the field of Logic Programming. In this report we investigate a more expressive language for First-Order Functional Logic Programming with Constraints and…

编程语言 · 计算机科学 2011-01-12 Rafael Caballero , Mario Rodríguez-Artalejo , Carlos A. Romero-Díaz

Program transformations are widely used in synthesis, optimization, and maintenance of software. Correctness of program transformations depends on preservation of some important properties of the input program. By regarding programs as…

计算机科学中的逻辑 · 计算机科学 2012-09-25 Aditya Kanade , Amitabha Sanyal , Uday P. Khedker

We study properties of programs with monotone and convex constraints. We extend to these formalisms concepts and results from normal logic programming. They include the notions of strong and uniform equivalence with their characterizations,…

人工智能 · 计算机科学 2011-10-04 L. Liu , M. Truszczynski

Formal methods apply algorithms based on mathematical principles to enhance the reliability of systems. It would only be natural to try to progress from verification, model checking or testing a system against its formal specification into…

软件工程 · 计算机科学 2014-02-28 Gal Katz , Doron Peled

Termination of logic programs with negated body atoms (here called general logic programs) is an important topic. One reason is that many computational mechanisms used to process negated atoms, like Clark's negation as failure and Chan's…

人工智能 · 计算机科学 2014-11-17 E. Marchiori

Inspired by a concrete industry problem we consider the input synthesis problem for hybrid systems: given a hybrid system that is subject to input from outside (also called disturbance or noise), find an input sequence that steers the…

系统与控制 · 计算机科学 2016-02-22 Takumi Akazaki , Ichiro Hasuo , Kohei Suenaga

In the field of Answer Set Programming (ASP), two logic programs are strongly equivalent if they are ordinarily equivalent under any extensions. This property provides a theoretical foundation for studying many aspects of logic programs…

计算机科学中的逻辑 · 计算机科学 2021-12-07 Zhizheng Zhang , Shutao Zhang , Yanghe Feng , Bin Wang

This talk describes how a combination of symbolic computation techniques with first-order theorem proving can be used for solving some challenges of automating program analysis, in particular for generating and proving properties about the…

编程语言 · 计算机科学 2017-04-17 Laura Kovacs

Similarity-based Logic Programming (briefly, SLP ) has been proposed to enhance the LP paradigm with a kind of approximate reasoning which supports flexible information retrieval applications. This approach uses a fuzzy similarity relation…

计算机科学中的逻辑 · 计算机科学 2010-08-24 Rafael Caballero , Mario Rodríguez-Artalejo , Carlos A. Romero-Díaz

Higher-order constructs extend the expressiveness of first-order (Constraint) Logic Programming ((C)LP) both syntactically and semantically. At the same time assertions have been in use for some time in (C)LP systems helping programmers…

编程语言 · 计算机科学 2014-04-17 Nataliia Stulova , José F. Morales , Manuel V. Hermenegildo

State of the art analyzers in the Logic Programming (LP) paradigm are nowadays mature and sophisticated. They allow inferring a wide variety of global properties including termination, bounds on resource consumption, etc. The aim of this…

编程语言 · 计算机科学 2010-11-22 Elvira Albert , Miguel Gómez-Zamalloa , Laurent Hubert , German Puebla

Synthesis is the automatic construction of a system from its specification. In classical synthesis algorithms it is always assumed that the system is "constructed from scratch" rather than composed from reusable components. This, of course,…

计算机科学中的逻辑 · 计算机科学 2011-11-10 Yoad Lustig , Moshe Vardi

Recently, there has been an increasing interest in the bottom-up evaluation of the semantics of logic programs with complex terms. The presence of function symbols in the program may render the ground instantiation infinite, and finiteness…

计算机科学中的逻辑 · 计算机科学 2015-10-07 Marco Calautti , Sergio Greco , Francesca Spezzano , Irina Trubitsyna