直觉模糊条件推理与可信度传播
Intuitionistic Fuzzy Conditional Reasoning with the Confidence Spreading
-
摘要: 针对直觉模糊逻辑及命题演算,基于直觉指数所表征的中立证据中支持与反对的程度呈均衡状态的假设,提出利用隶属度与犹豫度计算直觉模糊逻辑命题真值的对称合成方法,给出直觉模糊逻辑命题的运算规则。重点研究了基于直觉模糊逻辑的条件推理方法,包括直觉模糊蕴涵式推理、条件式推理、多重式推理、多维式推理及多重多维式推理等;推导了相关的推理合成运算公式。针对带有可信度因子的直觉模糊逻辑推理,包括典型的、加权的及狭义的直觉模糊推理;分析了规则中的可信度因子传播对结论可信度的影响;给出了相关的计算结论真值的公式。Abstract: To the predicate calculus on Intuitionistic Fuzzy Logic (IFL), a symmetric synthetic method for finding the truth of IFL propositions using membership and hesitancy degree is proposed on the basis of the hypothesis of an equilibrium state of supportability and opposability of neutral evidences indicated in the intuitionistic index. The fundamental operation rules on IFL propositions are presented. The investigation is with an emphasis on the techniques for conditional reasoning on IFL, including the implications, the conditions, the multiplications, and the multi-dimensions on IFL, etc. The related sets of mathematical formulas of inference compositional operations are derived. To the IFL reasoning with confidence factors, including those of the typical, the weighted, and the narrow senses, the effects of confidence factors spreading abroad in rules on those of conclusions are analyzed. The related formulas for finding the true conclusions are exposed.
-
Zadeh L A. Fuzzy sets [J].Information and Control.1965, 8 (3):338-353[2]Atanassov K. Intuitionistic fuzzy sets [J].Fuzzy Sets and Systems.1986, 20 (1):87-96[3]Atanassov K. More on intuitionistic fuzzy sets [J].Fuzzy Sets and Systems.1989, 33 (1):37-46[4]Atanassov K. New operations defined over the intuitionistic fuzzy sets [J].Fuzzy Sets and Systems.1994, 61 (2):137-142[5]Atanassov Krassimir T, Kacprzyk Janusz, Szmidt Eulalia, et al.. On separability of intuitionistic fuzzy sets [J]. Lecture Notes in Artificial Intelligence, 2003, 2715: 285-292.[6]Kevin Lano. Formal frameworks for approximate reasoning [J].Fuzzy Sets and Systems.1992, 51(2):131-146[7]李晓萍, 王贵君. 直觉模糊群与它的同态像. 模糊系统与数学, 2000, 14 (1): 45-50.[8]雷英杰, 王宝树. 直觉模糊逻辑的语义算子研究 [J]. 计算机科学, 2004, 31 (11): 4-6.[9]雷英杰, 王宝树. 直觉模糊关系及其合成运算 [J]. 系统工程理论与实践, 2005, 25(2): 113-118.[10]雷英杰, 王宝树. 直觉模糊集时态逻辑算子与扩展运算性质. 计算机科学,2005, 32(2): 180-181, 225.[11]雷英杰, 王涛, 赵晔. 直觉模糊匹配的语义距离与贴近度[J]. 空军工程大学学报(自然科学版), 2005, 6 (1): 69-72.[12]Mitchell H B. Pattern recognition using type-II fuzzy sets[J].Information Sciences.2005, 170(2-4):409-418[13]雷英杰, 赵晔, 王涛. 直觉模糊匹配的相似性度量[J]. 空军工程大学学报(自然科学版), 2005, 6 (2): 83-86.[14]Bustince H. Application to approximate reasoning based on interval-valued fuzzy sets [J].International Journal of Approximate Reasoning.2000, 23 (2):137-209[15]雷英杰, 李续武, 王坚. 直觉模糊推理的语义匹配度[J]. 空军工程大学学报(自然科学版), 2005, 6 (3): 42-46.
计量
- 文章访问数: 2449
- HTML全文浏览量: 91
- PDF下载量: 1127
- 被引次数: 0