Simpler and Faster Algorithm for Checking the Dynamic Consistency of Conditional Simple Temporal Networks

Simpler and Faster Algorithm for Checking the Dynamic Consistency of Conditional Simple Temporal Networks
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用于检查条件简单时态网络动态一致性的更简单、更快的算法

DOI:
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发表时间:
2018
期刊:
International Joint Conference on Artificial Intelligence
影响因子:
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通讯作者:
Roberto Posenato
Roberto Posenato
中科院分区:
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文献类型:
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作者:
Luke Hunsberger;Roberto Posenato

文献摘要

被引文献

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最近关于条件简单时间网络(CSTNs)的工作 重点检查动态一致性(DC)属性,假设 执行策略可以即时对观察做出反应。 提出了三种可供选择的语义--IR-DC、0-DC和π-DC。 本文仅分析了CSTNs中最实用的DC检测算法 相对于IR-DC语义,0-DC语义被证明具有严重缺陷 这是π-DC语义所修复的。IR-DC语义是否 同样的缺陷,如果是这样的话, DC检查算法仍然是开放的问题。 本文(1)证明了IR-DC语义也是有缺陷的; (2)显示了来自 IR-DC检查算法相对于IR-DC是不健全的 语义学; (3)提出了一种简单的π-DC校验算法; (4)证明了它在π-DC语义上是可靠的和完备的; 以及(5)对新算法进行经验评估。
Recent work on Conditional Simple Temporal Networks (CSTNs) has focused on checking the dynamic consistency (DC) property assuming that execution strategies can react instantaneously to observations. Three alternative semantics---IR-DC, 0-DC, and π-DC---have been presented. The most practical DC-checking algorithm for CSTNs has only been analyzed with respect to the IR-DC semantics, while the 0-DC semantics was shown to have a serious flaw that the π-DC semantics fixed. Whether the IR-DC semantics had the same flaw and, if so, what the consequences would be for the DC-checking algorithm remained open questions. This paper (1) shows that the IR-DC semantics is also flawed; (2) shows that one of the constraint-propagation rules from the IR-DC-checking algorithm is not sound with respect to the IR-DC semantics; (3) presents a simpler algorithm, called the π-DC-checking algorithm; (4) proves that it is sound and complete with respect to the π-DC semantics; and (5) empirically evaluates the new algorithm.