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Rough Sets and 3-Valued Logics

机译:粗糙集和三值逻辑

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In the paper we explore the idea of describing Pawlak’s rough sets using three-valued logic, whereby the value t corresponds to the positive region of a set, the value f — to the negative region, and the undefined value u — to the border of the set. Due to the properties of the above regions in rough set theory, the semantics of the logic is described using a non-deterministic matrix (Nmatrix). With the strong semantics, where only the value t is treated as designated, the above logic is a “common denominator” for Kleene and Łukasiewicz 3-valued logics, which represent its two different “determinizations”. In turn, the weak semantics—where both t and u are treated as designated—represents such a “common denominator” for two major 3-valued paraconsistent logics. We give sound and complete, cut-free sequent calculi for both versions of the logic generated by the rough set Nmatrix. Then we derive from these calculi sequent calculi with the same properties for the various “determinizations” of those two versions of the logic (including Łukasiewicz 3-valued logic). Finally, we show how to embed the four above-mentioned determinizations in extensions of the basic rough set logics obtained by adding to those logics a special two-valued “definedness” or “crispness” operator.
机译:在本文中,我们探索了使用三值逻辑描述Pawlak的粗糙集的想法,其中值t对应于集合的正区域,值f对应于负区域,而未定义值u对应于边界的边界。集合。由于粗糙集理论中上述区域的性质,因此使用非确定性矩阵(Nmatrix)描述了逻辑的语义。具有强语义,其中仅将值t视为指定值,上述逻辑是Kleene和Łukasiewicz3值逻辑的“公共分母”,它们表示其两个不同的“确定性”。反过来,弱语义(其中t和u都被视为已指定)代表了两个主要的3值超一致逻辑的“公共分母”。对于由粗糙集Nmatrix生成的两种逻辑,我们给出合理,完整,无割的后续计算。然后,我们从这些结石中推导出具有相同属性的这两个逻辑版本(包括Łukasiewicz3值逻辑)的各种“确定性”的后续结石。最后,我们展示了如何将上述四个确定项嵌入到基本粗糙集逻辑的扩展中,这些扩展是通过将特殊的二值“定义”或“酥脆”运算符添加到这些逻辑而获得的。

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