论文标题
部分可观测时空混沌系统的无模型预测
A Regular and Complete Notion of Delay for Streaming String Transducers
论文作者
论文摘要
有限传感器之间延迟的概念是传感器理论众多基本结果的核心要素。这项工作的目的是为更复杂的抽象机器提供类似的概念:我们引入了一个新的延迟概念,以衡量流串线传感器(SST)之间的相似性。我们表明我们的概念是常规的:我们设计了一个有限的自动机,可以检查两个SST执行之间的延迟是否小于某些绑定。结果,我们的概念具有良好的可决定性属性:尤其是,虽然不确定性的SST之间的等效性是不可确定的,但我们表明,直至固定延迟的等效性是可以决定的。此外,我们证明我们的概念具有良好的完整性属性:我们证明,当且仅当它们等于某些(可计算的)有界延迟时,两个SST是等效的。加上我们延迟概念的规律性,它提供了SSTS等效性是可决定的另一种证据。最后,我们延迟概念的定义是与机器无关的,因为它仅取决于SST的原点语义。作为推论,完整性结果也适用于等效的机器模型,例如确定性的双向传感器或MSO传感器。
The notion of delay between finite transducers is a core element of numerous fundamental results of transducer theory. The goal of this work is to provide a similar notion for more complex abstract machines: we introduce a new notion of delay tailored to measure the similarity between streaming string transducers (SST). We show that our notion is regular: we design a finite automaton that can check whether the delay between any two SSTs executions is smaller than some given bound. As a consequence, our notion enjoys good decidability properties: in particular, while equivalence between non-deterministic SSTs is undecidable, we show that equivalence up to fixed delay is decidable. Moreover, we show that our notion has good completeness properties: we prove that two SSTs are equivalent if and only if they are equivalent up to some (computable) bounded delay. Together with the regularity of our delay notion, it provides an alternative proof that SSTs equivalence is decidable. Finally, the definition of our delay notion is machine-independent, as it only depends on the origin semantics of SSTs. As a corollary, the completeness result also holds for equivalent machine models such as deterministic two-way transducers, or MSO transducers.