| 模糊控制隶属函数的优化算法及其应用 |
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| 引用本文： | 石飞,郑芳经.模糊控制隶属函数的优化算法及其应用[J].上海大学学报(自然科学版),1999,5(2):105-109. |
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| 作者姓名： | 石飞 郑芳经 |
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| 作者单位： | 上海大学自动化学院 |
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| 摘 要： | 确定合适的隶属函数对模糊控制效果有重要影响，是应用模糊控制的基础，也是难点之一．本文应用遗传算法优化隶属函数，阐述了基本原理和具体实施过程，最后将该算法应用于一类对象模糊控制系统的设计中．结果表明：该方法简单实用，具有较为理想的效果
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| 关 键 词： | 模糊控制 隶属函数 优化 遗传算法 |
An Optimization Algorithm for Membership Function of Fuzzy Control and Its Applications |
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| Shi Fei,Zheng Fangjing.An Optimization Algorithm for Membership Function of Fuzzy Control and Its Applications[J].Journal of Shanghai University(Natural Science),1999,5(2):105-109. |
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| Authors: | Shi Fei Zheng Fangjing |
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| Abstract: | Selecting an appropriate Membership Function(MF) will exert a great influence on fuzzy control. It is a foundation and also one of the difficulties for engineering application of fuzzy control. This paper deals with the optimization of MF using genetic algorithm, including its principle and corresponding executive procedure. On the basis of the theory, the algorithm is applied to a real fuzzy control system for a kind of plant. All test results show that the presented algorithm is satisfactory and practical to users. |
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| Keywords: | fuzzy control membership function(MF) optimization genetic algorithm |
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