| 改进型遗传算法应用于酒店客户资料挖掘 |
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| 引用本文： | 崔博,许广宾,王东方.改进型遗传算法应用于酒店客户资料挖掘[J].微计算机信息,2007,23(24):163-165. |
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| 作者姓名： | 崔博 许广宾 王东方 |
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| 作者单位： | 1. 河北理工大学信息学院,河北唐山,063009
2. 河北北方大厦,河北石家庄,050041 |
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| 基金项目： | 河北省教育厅自然科学基金 |
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| 摘 要： | 根据关联规则挖掘的特点,提出了对遗传算法中适应度函数的构造,数据的编码等问题的改进方案,通过对"早熟"问题的分析,将改进的自适应交叉概率Pc和变异概率Pm算法应用到遗传算法中来。最后给出了一种基于遗传算法的关联规则挖掘算法,并应用到酒店信息管理系统中验证了算法的有效性。
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| 关 键 词： | 数据挖掘 遗传算法 关联规则 酒店管理 |
| 文章编号： | 1008-0570（2007）08-3-0163-03 |
| 修稿时间： | 2007-06-03 |
The Application in Hotel Custom Data Mining Based on Improved Genetic Algorithms |
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| CUI BO,XU GUANG BIN,WANG DONG FANG.The Application in Hotel Custom Data Mining Based on Improved Genetic Algorithms[J].Control & Automation,2007,23(24):163-165. |
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| Authors: | CUI BO XU GUANG BIN WANG DONG FANG |
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| Affiliation: | CUI BO XU GUANG BIN WANG DONG FANG |
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| Abstract: | According to the characteristic of associate rule mining; an improved project about the construction of function of fitness,coding method of data and so on is put forward. By the research of inadequacies of evaluation,the algorithm of improved adaptive cross probability Pc and aberrance probability Pm is put in the genetic algorithm. At last,an algorithm of associate rule mining based on genetic algorithm is brought forward and it is proved effective by hotel information management system. |
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| Keywords: | data mining genetic algorithm associate rule hotel management |
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