| 基于支持向量机的织物悬垂性能评估分析 |
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| 引用本文： | 林志贵,房伟,黄伟志.基于支持向量机的织物悬垂性能评估分析[J].纺织学报,2009,30(1):51-54. |
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| 作者姓名： | 林志贵 房伟 黄伟志 |
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| 作者单位： | 天津工业大学,信息与通信工程学院,天津,300160 |
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| 基金项目： | 国家自然科学基金，天津市教委资助项目 |
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| 摘 要： | 针对织物悬垂性评估中存在非线性建模困难及评估精度不高等问题，结合织物悬垂性参数数据的特点，基于Mercer核函数的性质，构建Mercer核函数的织物悬垂性评估模型。通过实验，认为其评估精度有了相应的提高，说明基于Mercer核函数的织物悬垂性评估模型是可行的。同时，通过改变参数值进行实验，结果表明这些参数的取值不同对评估结果有影响，且不同参数对评估结果影响的程度也不同，这对基于支持向量机的织物悬垂性评估过程有重要的指导作用。
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| 关 键 词： | 支持向量机 Mercer核 织物悬垂性 评估 |
| 收稿时间： | 1900-01-01; |
Analysis of fabric drape evaluation based on support vector machine |
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| LIN Zhigui,FANG Wei,HUANG Weizhi.Analysis of fabric drape evaluation based on support vector machine[J].Journal of Textile Research,2009,30(1):51-54. |
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| Authors: | LIN Zhigui FANG Wei HUANG Weizhi |
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| Affiliation: | School of Information & Communication Engineering;Tianjin Polytechnic University;Tianjin 300160;China |
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| Abstract: | For reasons that it is difficult to develop a non-linear model for the evaluation of the fabric drap and the conventional evaluation method can not achieve the desired accuracy of it.The paper,in light of the features of fabric drape data,has proposed a Mercer kernel model for fabric drape assessment.It has proven by experiment and comparison that the precision of the fabric drape has increased by the new method and the assessment model based on Mercer kernel model is feasible.It also shows that different p... |
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| Keywords: | support vector machine Mercer kernel fabric drape evaluation |
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