| 基于条件熵的直觉模糊条件推理 |
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| 引用本文： | 陈昊,杨俊安,黄文静.基于条件熵的直觉模糊条件推理[J].电子与信息学报,2009,31(8):1852-1855. |
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| 作者姓名： | 陈昊 杨俊安 黄文静 |
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| 作者单位： | 安徽省电子制约技术重点实验室,合肥,230037;解放军电子工程学院,合肥,230037 |
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| 基金项目： | 国家自然科学基金，安徽省自然科学基金(050420101)资助课题 |
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| 摘 要： | 该文在利用隶属度和犹豫度计算直觉模糊逻辑命题真值的对称合成方法的基础上，提出了一种基于条件熵的直觉模糊条件推理新算法。将直觉模糊条件推理规则的前件和后件与决策信息系统的条件属性和决策属性等价起来，条件属性、决策属性和推理规则均视为直觉模糊命题，直觉模糊命题的真实程度转化成一种决策规则前件对后件的条件熵的度量，并给出了条件熵的范围，从而确定直觉模糊命题的真实程度的范围。
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| 关 键 词： | 条件熵 直觉模糊条件推理 条件属性 决策属性 推理规则 |
| 收稿时间： | 2008-9-25 |
| 修稿时间： | 2009-2-23 |
Intuitionistic Fuzzy Conditional Reasoning Based on Conditional Entropy |
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| Chen Hao,Yang Jun-an,Huang Wen-jing.Intuitionistic Fuzzy Conditional Reasoning Based on Conditional Entropy[J].Journal of Electronics & Information Technology,2009,31(8):1852-1855. |
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| Authors: | Chen Hao Yang Jun-an Huang Wen-jing |
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| Affiliation: | Key Laboratory of Electronic Restriction, Anhui Province, Hefei 230037, China;Electronic Engineering Institute, Hefei 230037, China |
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| Abstract: | This paper proposes one new method of integrating intuitionistic fuzzy conditional reasoning with conditional entropy based on the hypothesis of an equilibrium state of supportability and opposability of neutral evidences indicated in the intuitionistic index. The first component and last component as conditional attributes and decision attributes in decision and information system is considered. For conditional attributes, decision attributes and decision rules all can be treated as intuitionistic fuzzy propositions, the confidence degree of intuitionistic fuzzy propositions is measured by conditional entropy. At the same time, the range of conditional entropy, which demonstrates the confidence degree of intuitionistic fuzzy propositions is also calculated. |
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| Keywords: | Conditional entropy Intuitionistic fuzzy conditional reasoning Conditional attributes Decision attributes Reasoning rules |
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