| 基于霍夫变换的模糊建模研究及其应用 |
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| 引用本文： | 徐立云,李霄峰,张斌,卲惠鹤,张健民,任德祥. 基于霍夫变换的模糊建模研究及其应用[J]. 系统仿真学报, 2001, 13(Z1): 66-68 |
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| 作者姓名： | 徐立云 李霄峰 张斌 卲惠鹤 张健民 任德祥 |
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| 作者单位： | 1. 上海交通大学自动化系,
2. 上海宝钢技术中心自动化所, |
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| 摘 要： | 传统TS的建模方法由于其本身的不足,在实际应用中有一定的局限性.本文基于输入输出数据,提出一种基于霍夫变换的改进TS模型,首先确定模糊模型结论部的参数,然后利用聚类方法确定模型前提部的参数,从而建立了非线性系统的模糊模型,仿真结果表明了该方法快速性和有效性.
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| 关 键 词： | 模糊建模 霍夫变换 非线性系统 |
| 文章编号： | 1004-731X(2001)0A-0066-03 |
| 修稿时间： | 2001-05-10 |
Research on Fuzzy Modeling Based on Hough Transform and Its Application |
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| XU Li-yun,LI Xiao-feng,ZHANG Bin,SHAO Hui-he,ZHANG Jian-min,REN De-xiang. Research on Fuzzy Modeling Based on Hough Transform and Its Application[J]. Journal of System Simulation, 2001, 13(Z1): 66-68 |
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| Authors: | XU Li-yun LI Xiao-feng ZHANG Bin SHAO Hui-he ZHANG Jian-min REN De-xiang |
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| Affiliation: | XU Li-yun1,LI Xiao-feng1,ZHANG Bin1,SHAO Hui-he1,ZHANG Jian-min2,REN De-xiang2 |
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| Abstract: | For dynamic systems with complex and nonlinear characteristics, the model based on fuzzy rule can describe the dynamic properties. This paper creates a fuzzy model of nonlinear based on input-output data by dividing the input space with decision tree regression. The simulation results show that the proposed method is quick and efficient. |
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| Keywords: | Fuzzy Modeling Hough Transform Nonlinear System |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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