| 基于GMDH的卷烟工艺参数-指标关系模型研究 |
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| 引用本文： | 唐云岚,高妍方,陈英武.基于GMDH的卷烟工艺参数-指标关系模型研究[J].计算机工程与应用,2008,44(28):13-14. |
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| 作者姓名： | 唐云岚 高妍方 陈英武 |
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| 作者单位： | 国防科学技术大学 信息系统与管理学院，长沙 410073 |
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| 摘 要： | 通过对烟草加工中工艺参数与质量指标之间的关系研究，提出采用自组织数据挖掘方法建立相应的关系模型，并利用该模型预测质量指标取值。通过与多元线性回归模型的预测值对比，证明了该方法的有效性。
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| 关 键 词： | 自组织数据挖掘 卷烟 制丝工艺 工艺参数 数据分组处理方法 |
| 收稿时间： | 2007-3-27 |
| 修稿时间： | 2008-7-9
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Research on processing parameters and qualitative attributes relation model of cigarette based on GMDH |
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| TANG Yun-lan,GAO Yan-fang,CHEN Ying-wu.Research on processing parameters and qualitative attributes relation model of cigarette based on GMDH[J].Computer Engineering and Applications,2008,44(28):13-14. |
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| Authors: | TANG Yun-lan GAO Yan-fang CHEN Ying-wu |
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| Affiliation: | College of Information Systems and Management，National University of Defense Technology，Changsha 410073，China |
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| Abstract: | Through studying on the relationship between processing parameters and qualitative attributes in tobacco primary processing，the interaction model based on self-organizing data mining can be figured out.Then，we use this model to forecast qualitative attributes’ values.By contrasting to results generated from Multivariate Linear Regression model，experiment results show that the GMDH used in this paper is more effective. |
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| Keywords: | self-organizing data mining cigarette primary processing processing parameters Group Method of Data Handling(GMDH) |
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