| 遗传算法在气动系统优化中的应用 |
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| 引用本文： | 王祖温,叶骞,李军. 遗传算法在气动系统优化中的应用[J]. 机械工程学报, 2002, 38(5): 36-40 |
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| 作者姓名： | 王祖温 叶骞 李军 |
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| 作者单位： | 哈尔滨工业大学气动技术中心,哈尔滨,150001 |
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| 基金项目： | 哈尔滨工业大学跨学科交叉性研究基金资助项目（HIT.MD2000.11） |
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| 摘 要： | 对气动系统动态特性做了深入的理论分析,提出了兼顾成本最低及尺寸最小的优化目标函数,并利用遗传算法实现了典型气动系统的优化设计。试验结果证明采用遗传算法优化的系统不但能够满足系统性能要求,与传统设计方法相比,优化后系统各元件尺寸较小,为气动系统的设计和选型提供了一种新方法。
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| 关 键 词： | 遗传算法 气动系统 优化 选型 |
| 修稿时间： | 2001-07-02 |
APPLICATION OF GENETIC ALGORITHM ON OPTIMAZATION OF PNEUMATIC SYSTEM |
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| Wang Zuwen Ye Qian Li Jun. APPLICATION OF GENETIC ALGORITHM ON OPTIMAZATION OF PNEUMATIC SYSTEM[J]. Chinese Journal of Mechanical Engineering, 2002, 38(5): 36-40 |
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| Authors: | Wang Zuwen Ye Qian Li Jun |
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| Affiliation: | Harbin Institute of Technology |
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| Abstract: | The dynamic of pneumatic system is studied theoretically, an optimization object function which takes both the cost and the size into account is proposed. Genetic algorithm is used to the optimization of pneumatic system. The test results show that the optimized system using GA can not only meets the requirement of performance but the size of components in it is smaller than that using typical design method. |
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| Keywords: | Genetic algorithm Pneumatic system Optimazation Model choice |
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