| 基于改进遗传算法的带式输送机滚筒优化设计 |
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| 引用本文： | 关维娟,许峰,陈清华.基于改进遗传算法的带式输送机滚筒优化设计[J].煤矿机械,2007,28(9):3-5. |
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| 作者姓名： | 关维娟 许峰 陈清华 |
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| 作者单位： | 安徽理工大学,安徽,淮南,232001 |
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| 摘 要： | 建立了以带式输送机滚筒质量最小为目标的数学模型,并运用实数编码策略、模拟罚函数法处理约束条件、自适应调整选择和交叉概率等对标准遗传算法进行了改进,利用改进的遗传算法对该问题进行了优化设计。优化设计实例表明,该方法是可行的,并可应用于其他优化设计过程中。
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| 关 键 词： | 带式输送机 传动滚筒 改进遗传算法 优化设计 |
| 文章编号： | 1003-0794（2007）09-0003-03 |
| 修稿时间： | 2007-06-20 |
Optimum Design of Belt Conveyor Roller Based on Improved Genetic Algorithm |
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| GUAN Wei-juan,XU Feng,CHEN Qing-hua.Optimum Design of Belt Conveyor Roller Based on Improved Genetic Algorithm[J].Coal Mine Machinery,2007,28(9):3-5. |
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| Authors: | GUAN Wei-juan XU Feng CHEN Qing-hua |
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| Affiliation: | Anhui University of Science and Technology, Huainan 232001, China |
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| Abstract: | Establish a minimum weight belt conveyor roller objective of mathematical models, then use real- coded strategy and simulation penalty function processing for the boundary conditions, adaptive selection and the crossover probability to improve standard genetic algorithm. Use the improved genetic algorithms for optimizing the design. It shows that the method is feasible and can be applied to other optimization of the design process. |
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| Keywords: | conveyor driver roller improved genetic algorithm optimum design |
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