简而言之,答案集编程

Thomas Eiter
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引用次数: 3

摘要

答案集编程(ASP)是近年来出现的一种强大的声明性问题解决范式,它起源于知识表示和非单调逻辑编程。与SAT求解类似,其基本思想是在非单调逻辑程序的模型中对问题的解进行编码,这可以通过现成的推理引擎进行计算。ASP特别适合于建模和解决涉及常识推理或传递闭包的问题,并且已经成功地应用到越来越多的应用程序中。后者也存在测试和验证方面的问题,为此开发了包含Datalog的ASP的高效核心片段。本讲座简要介绍了ASP的基本概念,它的一些特性和特点,以及解决方案。它进一步讨论了验证上下文中的一些应用程序和ASP的最新发展,这些应用程序使评估更接近于其他形式和逻辑。L. Kovacs, T. Kutsia(编),WWV 2010 (EPiC Series, vol. 18), pp. 1 - 1
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Answer Set Programming in a Nutshell
Answer Set Programming (ASP) has emerged in the recent years as a powerful paradigm for declarative problem solving, which has its roots in knowledge representation and nonmonotonic logic programming. Similar to SAT solving, the basic idea is to encode solutions to a problem in the models of a non-monotonic logic program, which can be computed by reasoning engines off the shelf. ASP is particularly well-suited for modeling and solving problems which involve common sense reasoning or transitive closure, and has been fruitfully applied to a growing range of applications. Among the latter are also problems in testing and verfication, for which efficient core fragments of ASP that embrace Datalog haven been exploited. This talk gives a brief introduction to ASP, covering the basic concepts, some of its properties and features, and solvers. It further addresses some applications in the context of verification and recent developments in ASP, which bring evaluation closer to other formalisms and logics. L. Kovacs, T. Kutsia (eds.), WWV 2010 (EPiC Series, vol. 18), pp. 1–1 1
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