| 遗传算法在汽车巡航模糊控制参数优化中的应用 |
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| 引用本文： | 吴光强,张德明.遗传算法在汽车巡航模糊控制参数优化中的应用[J].汽车工程,2008,30(12). |
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| 作者姓名： | 吴光强 张德明 |
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| 基金项目： | 国家高技术研究发展计划(863计划)专项经费项目
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| 摘 要： | 对车辆巡航系统采用模糊控制,并编制了遗传算法优化程序,分别对模糊控制器的量化因子和比例因子(方案1)以及隶属度函数形状(方案2)进行优化,并比较了两种方案对模糊控制效果的影响。仿真结果表明优化量化因子和比例因子(方案1)取得更令人满意的巡航效果。
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| 关 键 词： | 车辆巡航系统 模糊控制 遗传算法 优化 |
Application of Genetic Algorithm to the Parameters Optimization for Vehicle Cruise Fuzzy Control |
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| Wu Guangqiang,Zhang Deming.Application of Genetic Algorithm to the Parameters Optimization for Vehicle Cruise Fuzzy Control[J].Automotive Engineering,2008,30(12). |
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| Authors: | Wu Guangqiang Zhang Deming |
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| Abstract: | Fuzzy control is adopted for vehicle cruise system,and a genetic algorithm-based optimization program is developed for conducting optimization on quantifying factor and scaling factor(scheme 1) and membership function shape(scheme 2) of fuzzy controller,with the effects of two schemes on the efficacy of fuzzy control compared.The results show that optimization on quantifying factor and scaling factor(scheme 1) can get a more satisfactory effect in vehicle cruising. |
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| Keywords: | vehicle cruise system fuzzy control genetic algorithm optimization |
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