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Correctness Proof and Complexity Analysis of the Hybrid Reasoning Algorithm of β-PSML

机译:β-PSML混合推理算法的正确性证明和复杂性分析

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We have studied the theoretical problems of logic of β-PSML (Problem Solver Markup Language) constructed by combining description logic and Horn clauses. In the non-recursive case, we show that a single step of applying a Horn clause needs to be replaced by a more sophisticated reasoning step in β-PSML. We call it as the hybrid reasoning algorithm. We described the hybrid reasoning algorithm in former paper. In this paper, we will prove the correctness of the hybrid reasoning algorithm. Hybrid reasoning algorithm provides a sound and complete inference procedure for nonrecursive β-PSML knowledge bases in which the description logic component is decidable.
机译:通过组合描述逻辑和喇叭子句构建的β-PSML(问题求解标记语言)逻辑的理论问题。在非递归案例中,我们表明应用喇叭子句的单个步骤需要通过β-PSML中更复杂的推理步骤替换。我们称之为混合推理算法。我们在前纸中描述了混合推理算法。在本文中,我们将证明混合推理算法的正确性。混合推理算法为非持久性β-PSML知识库提供了一种声音和完整的推理过程,其中描述了描述逻辑组件是可解除的。

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