变精度下逼近算子和等级上逼近算子的逻辑或操作模型

Xianyong Zhang, Zhiwen Mo, Fang Xiong
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引用次数: 12

摘要

精密度和品位是两个重要的定量指标。本文的目的是将精度和品位结合起来,探索新的扩展粗糙集模型。在精度和等级逻辑或运算的基础上,提出了变精度下近似算子和等级上近似算子的逻辑或运算模型。在新模型中,通过变精度逼近和分级逼近之间的转换公式,得到了模型的基本结构和性质,提出并分析了规则算法和结构算法。最后给出了一个实例来说明该模型和算法。新模型扩展了变精度粗糙集模型、分级粗糙集模型和经典粗糙集模型,因此这些模型都具有近似算子的相似性质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model of logical or operation of variable precision lower approximation operator and grade upper approximation operator
Precision and grade are two important quantitative indexes. The purpose of this paper is to combine precision and grade, and explore new extended rough set model. Based on logical OR operation of precision and grade, this paper proposes model of logical OR operation of variable precision lower approximation operator and grade upper approximation operator. In the new model, fundamental structure and properties are obtained by transformation formulas between variable precision approximations and graded approximations, furthermore regular algorithm and structural algorithm are proposed and analyzed. Finally a practical example is given to illustrate the model and the algorithms. The new model has extended variable precision rough set model, graded rough set model and classical rough set model, and so these models have obtained similar properties of approximation operators.
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