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Journal of Zhejiang University SCIENCE C
ISSN 1869-1951(Print), 1869-196x(Online), Monthly
2014 Vol.15 No.7 P.584-591
A framework for analysis of extended fuzzy logic
Abstract: We address a framework for the analysis of extended fuzzy logic (FLe) and elaborate mainly the key characteristics of FLe by proving several qualification theorems and proposing a new mathematical tool named the A-granule. Specifically, we reveal that within FLe a solution in the presence of incomplete information approaches the one gained by complete information. It is also proved that the answers and their validities have a structural isomorphism within the same context. This relationship is then used to prove the representation theorem that addresses the rationality of FLe-based reasoning. As a consequence of the developed theoretical description of FLe, we assert that in order to solve a problem, having complete information is not a critical need; however, with more information, the answers achieved become more specific. Furthermore, reasoning based on FLe has the advantage of being computationally less expensive in the analysis of a given problem and is faster.
Key words: Extended fuzzy logic, Fuzzy logic, f-Transformation, S-answer, Validity
创新要点:首次给出基于扩展模糊逻辑推理的数学描述。引入A-基粒(A-granule)的概念---A-基粒是保留f变换(f-transform)全部特性的最小基粒。
方法提亮:通过定理证明以及提出A-基粒概念,详细介绍了扩展模糊逻辑的关键特性。
重要结论:在扩展模糊逻辑中,不完整信息下的解接近完整信息下的解。在相同背景下,两种情形下的解与其有效性同构。由本文给出的扩展模糊逻辑理论描述可以明确,完整信息并非解决问题之必需,不过信息越充分,越能得到确切解。基于扩展模糊逻辑的推理,计算量小,速度快。
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DOI:
10.1631/jzus.C1300217
CLC number:
TP273
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2024-08-27
Received:
2023-10-17
Revision Accepted:
2024-05-08
Crosschecked:
2014-06-16