Zadeh模糊集合理论的缺陷及其改进:C*-模糊集合理论

Defects and overcoming of Zadeh's fuzzy set theory:C*-fuzzy set theory

  • 摘要: 分析和证明了Zadeh模糊集合理论的三个缺点和两个错误,提出了一个考虑模糊集合之间关系,并且用相关系数来刻画这种关系的程度的新模糊集合理论(系统)——C*-模糊集合理论(系统).新理论(系统)能克服Zadeh模糊集合理论的三个缺点和两个错误;能正确地描绘客观世界的全部模糊现象;有补集;隶属度有统一的计算公式;并且是经典集合系统的特例,能满足全部经典集合的公式,与正常思维、逻辑和概念一致.

     

    Abstract: Three shortcomings and two errors of Zadeh's fuzzy set theory were analyzed and proved, and a new fuzzy set theory, C*-fuzzy set theory, was proposed. The new C*-fuzzy set considers the relationship between fuzzy sets and represents the relationship with relativity. It overcomes all the errors and shortcomings of Zadeh's fuzzy set theory:it correctly reflects different kinds of fuzzy phenomena in the natural world; set complement exists on it; it has uniform calculating formulas for membership; it satisfies all formulas of the classical set theory and is consistent with classical and normal thinking, logic and concepts.

     

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