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We develop a new Low-level, First-order Probabilistic Programming Language (LF-PPL) suited for models containing a mix of continuous, discrete, and/or piecewise-continuous variables. The key success of this language and its compilation…

机器学习 · 计算机科学 2019-03-07 Yuan Zhou , Bradley J. Gram-Hansen , Tobias Kohn , Tom Rainforth , Hongseok Yang , Frank Wood

We consider the satisfiability problem for the two-variable fragment of the first-order logic extended with modulo counting quantifiers and interpreted over finite words or trees. We prove a small-model property of this logic, which gives a…

计算机科学中的逻辑 · 计算机科学 2017-10-17 Bartosz Bednarczyk , Witold Charatonik

The modal mu-calculus mu-L is a well-known fixpoint logic to express and model check properties interpreted over labeled transition systems. In this paper, we propose two variants of the mu-calculus, mu-Lf and mu-Lf', for feature transition…

计算机科学中的逻辑 · 计算机科学 2016-04-04 Maurice H. ter Beek , Erik P. de Vink , Tim A. C. Willemse

We introduce fixpoint definitions, a rule-based reformulation of fixpoint constructs. The logic FO(FD), an extension of classical logic with fixpoint definitions, is defined. We illustrate the relation between FO(FD) and FO(ID), which is…

计算机科学中的逻辑 · 计算机科学 2010-07-23 Hou Ping , Broes De Cat , Marc Denecker

Recent work introduced Generalized First Order Decision Diagrams (GFODD) as a knowledge representation that is useful in mechanizing decision theoretic planning in relational domains. GFODDs generalize function-free first order logic and…

人工智能 · 计算机科学 2015-02-23 Benjamin J. Hescott , Roni Khardon

Formal explainability guarantees the rigor of computed explanations, and so it is paramount in domains where rigor is critical, including those deemed high-risk. Unfortunately, since its inception formal explainability has been hampered by…

人工智能 · 计算机科学 2024-12-04 Xuanxiang Huang , Joao Marques-Silva

One-counter processes (OCPs) are pushdown processes which operate only on a unary stack alphabet. We study the computational complexity of model checking computation tree logic (CTL) over OCPs. A PSPACE upper bound is inherited from the…

计算机科学中的逻辑 · 计算机科学 2010-02-03 Stefan Göller , Markus Lohrey

In previous works, a tableau calculus has been defined, which constitutes a decision procedure for hybrid logic with the converse and global modalities and a restricted use of the binder. This work shows how to extend such a calculus to…

计算机科学中的逻辑 · 计算机科学 2013-12-11 Marta Cialdea Mayer

An improved Present Future form (PF form) for linear time $\mu$-calculus ($\nu$TL) is presented in this paper. In particular, the future part of the new version turns into the conjunction of elements in the closure of a formula. We show…

计算机科学中的逻辑 · 计算机科学 2015-07-21 Yao Liu , Zhenhua Duan , Cong Tian

The $\lambda$-superposition calculus is a successful approach to proving higher-order formulas. However, some parts of the calculus are extremely explosive, notably due to the higher-order unifier enumeration and the functional…

计算机科学中的逻辑 · 计算机科学 2025-10-22 Alexander Bentkamp , Jasmin Blanchette , Matthias Hetzenberger , Uwe Waldmann

We consider the language of $\Delta_0$-formulas with list terms interpreted over hereditarily finite list superstructures. We study the complexity of reasoning in extensions of the language of $\Delta_0$-formulas with non-standard list…

计算机科学中的逻辑 · 计算机科学 2020-01-27 Sergey Goncharov , Sergey Ospichev , Denis Ponomaryov , Dmitri Sviridenko

A specification given as a formula in linear temporal logic (LTL) defines a system by its set of traces. However, certain features such as information flow security constraints are rather modeled as so-called hyperproperties, which are sets…

计算机科学中的逻辑 · 计算机科学 2020-04-28 Martin Lück

Logic programming with tabling and constraints (TCLP, tabled constraint logic programming) has been shown to be more expressive and, in some cases, more efficient than LP, CLP, or LP with tabling. In this paper we provide insights regarding…

计算机科学中的逻辑 · 计算机科学 2020-10-01 Joaquín Arias , Manuel Carro

The monadic shallow linear (MSL) class is a decidable fragment of first-order Horn clauses that was discovered and rediscovered around the turn of the century, with applications in static analysis and verification. We propose a new class of…

编程语言 · 计算机科学 2022-10-27 Jerome Jochems , Eddie Jones , Steven Ramsay

We present a formulation of the problem of probabilistic model checking as one of query evaluation over probabilistic logic programs. To the best of our knowledge, our formulation is the first of its kind, and it covers a rich class of…

计算机科学中的逻辑 · 计算机科学 2012-04-24 Andrey Gorlin , C. R. Ramakrishnan , Scott A. Smolka

Hyperproperties are properties of computational systems that require more than one trace to evaluate, e.g., many information-flow security and concurrency requirements. Where a trace property defines a set of traces, a hyperproperty defines…

计算机科学中的逻辑 · 计算机科学 2021-04-30 Jan Baumeister , Norine Coenen , Borzoo Bonakdarpour , Bernd Finkbeiner , Cesar Sanchez

Motivated by algorithmic information theory, the problem of program discovery can help find candidates of underlying generative mechanisms of natural and artificial phenomena. The uncomputability of such inverse problem, however,…

信息论 · 计算机科学 2021-12-29 Vladimir Lemusa , Eduardo Acuña , Víctor Zamora , Francisco Hernandez-Quiroz , Hector Zenil

We introduce a hybrid spatiotemporal logic for automotive safety applications (HSTL), focused on highway driving. Spatiotemporal logic features specifications about vehicles throughout space and time, while hybrid logic enables precise…

计算机科学中的逻辑 · 计算机科学 2026-03-30 Radu-Florin Tulcan , Rose Bohrer , Yoàv Montacute , Kevin Zhou , Yusuke Kawamoto , Ichiro Hasuo

We study the logic FO(~), the extension of first-order logic with team semantics by unrestricted Boolean negation. It was recently shown axiomatizable, but otherwise has not yet received much attention in questions of computational…

计算机科学中的逻辑 · 计算机科学 2018-04-16 Martin Lück

Modal logic is a paradigm for several useful and applicable formal systems in computer science. It generally retains the low complexity of classical propositional logic, but notable exceptions exist in the domains of description, temporal,…

计算机科学中的逻辑 · 计算机科学 2016-09-15 Davide Bresolin , Emilio Muñoz-Velasco , Guido Sciavicco