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Tractable disjunctions of linear constraints: basic results and applications to temporal reasoning

机译:线性约束的可分离式分离:基本结果及其在时间推理中的应用

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We study the problems of deciding consistency and performing variable elimination for disjunctions of linear inequalities and disequations with at most one inequality per disjunction. This new class of constraints extends the class of generalized linear constraints originally studied by Lassez and McAloon. We show that deciding consistency of a set of constraints in this class can be done in polynomial time. We also present a variable elimination algorithm which is similar to Fourier's algorithm for linear inequalities. Finally, we use these results to provide new temporal reasoning algorithms for the Ord-Horn subclass of Allen's interval formalism. We also show that there is no low level of local consistency that can guarantee global consistency for the Ord-Horn subclass. This property distinguishes the Ord-Horn subclass from the pointizable subclass (for which strong 5-consistency is sufficient to guarantee global consistency), and the continuous endpoint subclass (for which strong 3-consistency is sufficient to guarantee global consistency). (C) 2001 Elsevier Science B.V. All rights reserved. [References: 36]
机译:我们研究了确定线性不等式和不等式的析取的一致性和执行变量消除的问题,每个析取不超过一个不等式。这种新的约束类别扩展了Lassez和McAloon最初研究的广义线性约束类别。我们表明,可以在多项式时间内确定此类中一组约束的一致性。我们还提出了一种变量消除算法,该算法类似于线性不等式的傅立叶算法。最后,我们使用这些结果为艾伦区间形式主义的Ord-Horn子类提供新的时间推理算法。我们还表明,没有低水平的本地一致性可以保证Ord-Horn子类的全局一致性。此属性将Ord-Horn子类与可指向子类(强5一致性足以保证全局一致性)和连续终结点子类(强3一致性足以保证全局一致性)与可区分子类区分开。 (C)2001 Elsevier Science B.V.保留所有权利。 [参考:36]

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