| 一种倒立摆模糊控制系统规则爆炸问题的解决方法 |
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| 引用本文： | 彭也,殷业,张笑航,胡浪. 一种倒立摆模糊控制系统规则爆炸问题的解决方法[J]. 上海师范大学学报(自然科学版), 2017, 46(4): 521-526 |
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| 作者姓名： | 彭也 殷业 张笑航 胡浪 |
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| 作者单位： | 上海师范大学 信息与机电工程学院, 上海 200234,上海师范大学 信息与机电工程学院, 上海 200234,上海师范大学 信息与机电工程学院, 上海 200234,上海师范大学 信息与机电工程学院, 上海 200234 |
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| 基金项目： | 国家自然科学基金（60971004） |
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| 摘 要： | 针对模糊控制下的倒立摆系统存在规则爆炸问题,运用粒化思想,将模糊规则看成模糊粒点进行仿真实验.实验结果达到预期效果,不仅达到控制效果,而且还有效降低系统复杂程度,从而解决了模糊控制器由于规则过多引起的规则爆炸问题.
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| 关 键 词： | 倒立摆 模糊规则 粒化思想 规则爆炸 |
| 收稿时间： | 2015-12-06 |
A solution to the rule explosion in the fuzzy inverted pendulum |
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| Peng Ye,Yin Ye,Zhang Xiaohang and Hu Lang. A solution to the rule explosion in the fuzzy inverted pendulum[J]. Journal of Shanghai Normal University(Natural Sciences), 2017, 46(4): 521-526 |
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| Authors: | Peng Ye Yin Ye Zhang Xiaohang Hu Lang |
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| Affiliation: | The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai 200234, China,The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai 200234, China,The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai 200234, China and The College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai 200234, China |
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| Abstract: | Granulated thought is introduced in this paper,which considers the fuzzy rules as fuzzy grain point and the simulation experiment is carried out.The results show that this method can not only archive the desired control effect,but also reduce the complexity of the system effectively,thereby solve the fuzzy controller rule explosion problem due to rules excessive. |
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| Keywords: | inverted pendulum fuzzy rule granulated thought rule explosion |
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