超盒粒计算的模糊格代数系统

Fuzzy Lattice Algebra System for Hyperbox Granular Computing

  • 摘要: 将粒表示为空间中的超盒,该超盒粒是由起点和终点组成的向量,设计超盒粒之间的合并和分解算子,构造不同粒度的超盒粒;引入正评价函数度量超盒粒之间的模糊包含关系,构造由超盒粒集、模糊包含度、合并算子和分解算子组成的超盒粒代数系统,并证明其是模糊格.该模糊格能较好地指导粒计算算法的设计.

     

    Abstract: A granule is represented as a hyperbox which is composed of the beginning point and the end point. The hyperbox granules with different granularity are formed by the union and decomposition operators between two hyperbox granules. The positive valuation functions are introduced to measure the fuzzy inclusion relation between two hyperbox granules. The hyperbox granule algebraic system is constructed by the hyperbox granule set, fuzzy inclusion measure, union operator and decomposition operator, and is proved as fuzzy lattice, which can guide the design of granular computing algorithms.

     

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