| 基于人机结合算法的布局优化研究 |
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| 引用本文： | 李苏,王小平,王进. 基于人机结合算法的布局优化研究[J]. 西安石油大学学报(自然科学版), 2009, 24(4) |
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| 作者姓名： | 李苏 王小平 王进 |
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| 作者单位： | 西北工业大学机电学院,陕西西安,710072 |
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| 摘 要： | 在研究并行遗传算法的基础上,提出了解决家电产品布局设计优化问题的人机结合并行遗传算法.该算法将人工个体与算法个体共同构成解群,在计算过程中通过人机交互,实现对算法的有效干预,避免算法的缺陷出现.对比试验表明,采用"人机结合"的并行遗传算法能够较好地解决家电产品布局设计的优化问题.
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| 关 键 词： | 人机结合算法 并行遗传算法 家电产品 布局设计 |
Human-computer cooperative parallel genetic algorithm for the layout optimization design of household electrical appliances |
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| LI Su,WANG Xiao-ping,WANG Jin. Human-computer cooperative parallel genetic algorithm for the layout optimization design of household electrical appliances[J]. Journal of Xian Shiyou University, 2009, 24(4) |
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| Authors: | LI Su WANG Xiao-ping WANG Jin |
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| Abstract: | Based on the researches of parallel genetic algorithm,a human-computer cooperative parallel genetic algorithm is presented to realize the layout design optimization of household electrical appliances.Combining artificial individuals with algorithm individuals,the proposed algorithm provides a solvable group to effectively interfere the algorithm and avoid the defects of algorithm in the process of human-computer interaction.And the contrasting experiment shows that the man-machine combination genetic algorithm can successfully realize the layout design optimization of household electrical appliances. |
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| Keywords: | human-computer cooperation parallel genetic algorithm household electrical appliance layout design |
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