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Lattice-Valued Fuzzy Turing Machines and Their Computing Power

机译:格子值模糊图灵机及其计算能力

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In this paper, fuzzy Turing machines with membership degrees in distributive lattices, which are called lattice-valued fuzzy Turing machines, are studied. First several formulations of lattice-valued fuzzy Turing machines, including in particular deterministic and nondeterministic lattice-valued fuzzy Turing machines (l-DTMcs and l-NTMs), are given. It is shown that l-DTMcs and l-NTMs are not equivalent as the acceptors of fuzzy languages. This contrasts sharply with classical Turing machines. Second, it is shown that lattice-valued fuzzy Turing machines can recognize n-r.e. sets in the sense of Bedregal and Figueira, the super-computing power of fuzzy Turing machines is established in the lattice-setting. Third, it is demonstrated that the truth-valued lattice being finite is a necessary and sufficient condition for the existence of a universal lattice-valued fuzzy Turing machine. For an infinite distributive lattice with a compact metric, it is declared that a universal fuzzy Turing machine exists in an approximate sense. This means, for any prescribed accuracy, there is a universal machine that can simulate any lattice-valued fuzzy Turing machine on it with the given accuracy.
机译:在本文中,研究了具有隶属于分布式格子的隶属度的模糊图灵,称为晶格值模糊图灵机。首先,给出了晶格值模糊图拉机的若干配方,包括特别确定性和非确定的晶格值的模糊的模糊制型机(L-DTMC和L-NTMS)。结果表明,L-DTMCS和L-NTMS不等同为模糊语言的受体。这与经典的图灵机急剧形成鲜明对比。其次,显示格子值的模糊图灵机可以识别N-R.E。套在贝特勒和图的感觉中,模糊图灵机的超计算能力在格子凝视中建立。第三,证明了真实性的格子有限的是存在通用晶格值模糊图灵制品的必要和充分条件。对于具有紧凑型度量的无限分布式格子,宣称近似意义上存在通用模糊图灵的机器。这意味着,对于任何规定的准确性,有一个通用机器可以通过给定的准确度模拟其上的任何格子值模糊的图拉机。

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