| 真值限定的语言真值直觉模糊推理 |
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| 引用本文： | 邹丽,,谭雪微,温欣,刘新.真值限定的语言真值直觉模糊推理[J].智能系统学报,2015,10(5):797-802. |
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| 作者姓名： | 邹丽 谭雪微 温欣 刘新 |
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| 作者单位： | 1. 辽宁师范大学 计算机与信息技术学院, 辽宁 大连 116081;2. 南京大学 计算机软件新技术国家重点实验室, 江苏 南京 210093;3. 辽宁师范大学 数学学院, 辽宁 大连 116081 |
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| 摘 要： | 为了更贴近人类语言的表达,减少推理过程中信息的损失,在直觉模糊逻辑推理的基础上,结合语言真值格蕴涵代数,提出了真值限定的语言真值直觉模糊推理方法。研究了语言真值直觉模糊犹豫度、相容度、不相容度及其相关性质,并通过语言真值直觉模糊相容度的计算,对推理真值进行限定,给出语言真值直觉模糊推理模型的真值限定推理方法。设计推理算法,并将算法应用于实例中。实例说明,该方法在处理同时具有可比性和不可比性的语言真值直觉模糊推理问题中更有效。
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| 关 键 词： | 直觉模糊集 真值限定 犹豫度 相容度 推理 |
Linguistic truth-valued intuitionistic fuzzy reasoning with truth-valued qualifications |
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| ZOU Li,,TAN Xuewei,WEN Xin,LIU Xin.Linguistic truth-valued intuitionistic fuzzy reasoning with truth-valued qualifications[J].CAAL Transactions on Intelligent Systems,2015,10(5):797-802. |
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| Authors: | ZOU Li TAN Xuewei WEN Xin LIU Xin |
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| Affiliation: | 1. School of Computer and Information Technology, Liaoning Normal University, Dalian 116081, China;2. State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China;3. School of Mathematics, Liaoning Normal University, Dalian 116081, China |
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| Abstract: | In order to help linguistic information be more natural, as well as reduce loss of information while reason-ing, this paper proposes a method for linguistic truth-valued intuitionistic fuzzy reasoning with truth-valued qualifications, by combining with the linguistic truth-valued lattice implication algebra. This paper studies the concepts of linguistic truth-valued intuitionistic fuzzy hesitancy degree, consistency degree, incompatibility degree, and related properties. By calculation of linguistic truth-valued intuitionistic fuzzy consistency degree, truth-value reasoning is reduced. The method of truth-valued qualifications reasoning is given and further detailed steps for reasoning com-putation are demonstrated. An example is given to illustrate that the method is more effective in dealing with linguis-tic truth-valued intuitionistic fuzzy reasoning with both comparability and incomparability. |
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| Keywords: | intuitionistic fuzzy sets truth-valued qualifications hesitancy degree consistency degree reasoning |
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