| 基于进化计算的模糊控制规则优化 |
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| 引用本文： | 金耀初 蒋静坪. 基于进化计算的模糊控制规则优化[J]. 控制与决策, 1996, 11(6): 672-676 |
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| 作者姓名： | 金耀初 蒋静坪 |
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| 作者单位： | 浙江大学电机系 |
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| 基金项目： | 国家自然科学基金,香港蒋氏工业慈善基金 |
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| 摘 要： | 在改进的遗传算法基础上，提出了模糊控制规则的一种优化方法，模糊规则的优化基于类似最优控制的二次型性能指标，不需要任何被控系统的先验知识，因而适合于一大类复杂非线性系统的控制，仿真结果表明，这种方法是有效的。
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| 关 键 词： | 模糊控制 遗传算法 最佳化 |
Optimization of Fuzzy Control Rules Using Evolutionary Computation |
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| Jin Yaochu,Jiang Jingping. Optimization of Fuzzy Control Rules Using Evolutionary Computation[J]. Control and Decision, 1996, 11(6): 672-676 |
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| Authors: | Jin Yaochu Jiang Jingping |
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| Affiliation: | Zhejiang University |
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| Abstract: | A novel method of optimizing fuzzy control rules based on an improved genetic algorithm is proposed. It uses a performance index similar to optimal control. Since no prior knowledge of the controlled plant is needed, this method is applicable to a large category complex systems. The simulation results have demonstrated its effectiveness. |
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| Keywords: | fuzzy control genetic algorithm optimization |
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