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Algorithm Selection for Paracoherent Answer Set Computation

机译:副术答案集计算的算法选择

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摘要

Answer Set Programming (ASP) is a well-established AI formalism rooted in nonmonotonic reasoning. Paracoherent semantics for ASP have been proposed to derive useful conclusions also in the absence of answer sets caused by cyclic default negation. Recently, several different algorithms have been proposed to implement them, but no algorithm is always preferable to the others in all instances. In this paper, we apply algorithm selection techniques to devise a more efficient paracoherent answer set solver combining existing algorithms. The effectiveness of the approach is demonstrated empirically running our system on existing benchmarks.
机译:答案设置编程(ASP)是一个完善的AI形式主义,根植于非单调推理。已经提出了Scacoherent语义,也提出了在循环违约否定造成的答复组的情况下获得有用的结论。最近,已经提出了几种不同的算法来实现它们,但在所有情况下,其他算法总是优选其他算法。在本文中,我们应用算法选择技术来设计一个更有效的脱鼠答案设置求解器组合现有算法。该方法的有效性是在经验上运行我们的现有基准的系统。

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