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首页> 外文期刊>The Journal of Artificial Intelligence Research >The complexity of reasoning about spatial congruence
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The complexity of reasoning about spatial congruence

机译:空间一致性推理的复杂性

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摘要

In the recent literature of Artificial Intelligence, an intensive research effort has been spent, for various algebras of qualitative relations used in the representation of temporal and spatial knowledge, on the problem of classifying the computational complexity of reasoning problems for subsets of algebras. The main purpose of these researches is to describe a restricted set of maximal tractable subalgebras, ideally in an exhaustive fashion with respect to the hosting algebras. In this paper we introduce a novel algebra for reasoning about Spatial Congruence, show that the satisfiability problem in the spatial algebra MC-4 is NP-complete, and present a complete classification of tractability in the algebra, based on the individuation of three maximal tractable subclasses, one containing the basic relations. The three algebras are formed by 14,10 and 9 relations out of 16 which form the full algebra.
机译:在最近的人工智能文献中,对于分类用于表示时间和空间知识的定性关系的各种代数,已经进行了大量的研究工作,以对代数子集的推理问题的计算复杂性进行分类。这些研究的主要目的是描述最大可算子代数的有限集,理想地以详尽的方式描述宿主代数。在本文中,我们介绍了一种基于空间同余性的新型代数,证明了空间代数MC-4中的可满足性问题是NP完全的,并基于三个最大可处理性的个体化,给出了代数中可延性的完整分类。子类,其中包含基本关系。这三个代数由构成完整代数的16个关系中的14,10和9个关系形成。

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