| 利用模糊子集重叠性简化模糊系统的一种方法 |
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| 引用本文： | 徐海,马勇,刘石,蓝鸿翔.利用模糊子集重叠性简化模糊系统的一种方法[J].复旦学报(自然科学版),2000,39(2):141-146. |
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| 作者姓名： | 徐海 马勇 刘石 蓝鸿翔 |
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| 作者单位： | 上海复旦大学专用集成电路与系统国家重点实验室 |
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| 摘 要： | 根据模糊子集之间的重叠性，合并模糊子集，达到简化模糊系统，减少模糊规则数目换；使用遗传算法法提取模糊规划和优化模糊子集的隶属度函数，计算机模拟表明了上述方法的有效。
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| 关 键 词： | 模糊系统 模糊规则 模糊子集 重叠性 模糊推理 |
| 文章编号： | 0427-7104(2000)O2-0141-06 |
A Method to Simplify Fuzzy System Based of the Overlap of Fuzzy Sets |
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| XU Hai,MA Yong,LIU Shi,LAN Hong-xiang.A Method to Simplify Fuzzy System Based of the Overlap of Fuzzy Sets[J].Journal of Fudan University(Natural Science),2000,39(2):141-146. |
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| Authors: | XU Hai MA Yong LIU Shi LAN Hong-xiang |
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| Institution: | ASIC & Systems State Key Laboratory |
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| Abstract: | A new method to combine fuzzy sets according to the overlap of two adjacent fuzzy sets is proposed. It can simplify the fuzzy system and decrease the number of fuzzy rules. Genetic algorithm is used to generate fuzzy rules and optimize the parameters of fuzzy sets. Computer simulation shows its efficiency. |
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| Keywords: | fuzzy system genetic algorithm fuzzy rule generation |
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