首页> 外文期刊>International Journal of Pattern Recognition and Artificial Intelligence >CHARACTERIZING THE ABILITY OF PARALLEL ARRAY GENERATORS ON REVERSIBLE PARTITIONED CELLULAR AUTOMATA
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CHARACTERIZING THE ABILITY OF PARALLEL ARRAY GENERATORS ON REVERSIBLE PARTITIONED CELLULAR AUTOMATA

机译:表征并行阵列生成器在可逆分配的细胞自动机上的能力

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摘要

A PCAAG introduced by Morita and Ueno is a parallel array generator on a partitioned cellular automaton (PCA)that generates an array language (i.e. a set of symbol arrays). A "reversible" PCAAG (RPCAAG) is a backward deterministic PCAAG, and thus, parsing of two-dimensional patterns can be performed without backtracking by an "inverse" system of the RPCAAG. Hence, a parallel pattern recognition mechanism on a deterministic cellular automaton can be directly obtained from a RPCAAG that generates the pattern set. In this paper, we investigate the generating ability of RPCAAGs and their subclass. It is shown that the ability fo RPCAAGs is characterized by two-dimensioanl deterministic Turing machines, i.e. they are universal in their generating ability. We then investigate a monotonic RPCAAG (MRPCAAG), which is a special type of an RPCAAG that satisfies monotonic constraint. We show that the generating ability of MRPCAAGs is exactly characterized by two-dimensional deterministic linear-bounded automata.
机译:由Morita和Ueno引入的PCAAG是分区蜂窝自动机(PCA)上的并行数组生成器,它会生成数组语言(即一组符号数组)。 “可逆” PCAAG(RPCAAG)是后向确定性PCAAG,因此,可以在不通过RPCAAG的“逆向”系统回溯的情况下执行二维模式的解析。因此,可以从生成模式集的RPCAAG直接获得确定性细胞自动机上的并行模式识别机制。在本文中,我们研究了RPCAAG及其子类的生成能力。结果表明,RPCAAG的能力以二维确定性图灵机为特征,即它们的生成能力是通用的。然后,我们研究单调RPCAAG(MRPCAAG),它是满足单调约束的RPCAAG的一种特殊类型。我们表明,MRPCAAGs的生成能力是由二维确定性线性有界自动机精确表征的。

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