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| 核主成分分析方法在船型方案综合评价中的应用 | |
| 引用本文： | 李冬琴,王丽铮,王呈方. 核主成分分析方法在船型方案综合评价中的应用[J]. 船海工程, 2007, 36(2): 1-3 |
| 作者姓名： | 李冬琴 王丽铮 王呈方 |
| 作者单位： | 武汉理工大学交通学院,武汉,430063 |
| 摘 要： | 将用于综合评价的核主成分分析(KPCA)方法引入船型方案选优,通过算例分析,将该方法与传统层次分析(AHP)及交互式多目标决策方法进行对比,结果表明该方法在船型方案优选多目标决策问题上是适用和可靠的。 |
| 关 键 词： | 支持向量机回归 KPCA方法 综合评价 |
| 文章编号： | 1671-7953（2007）02-0001-03 |
| 修稿时间： | 2006-09-26 |
Application of the kernel principal component analysis method in comprehensive evaluation of ship type |
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| LI Dong-qi,WANG Li-zheng,WANG Cheng-fang. Application of the kernel principal component analysis method in comprehensive evaluation of ship type[J]. Ship &Ocean Engineering, 2007, 36(2): 1-3 | |
| Authors: | LI Dong-qi WANG Li-zheng WANG Cheng-fang |
| Affiliation: | LI Dong-qin WANG Li-zheng WANG Cheng-fang School of Transportation Wuhan University of Technology Wuhan 430063 |
| Abstract: | The kernel principal component analysis(KPCA) method was applied in the selection of optimal ship type.The method was proved to be effective and practicable for a complicated multivariable multi-objective optimization project,by comparing the numerical results in comprehensive evaluation of ship type by KPCA method to those from other common used methods. |
| Keywords: | ship type KPCA method comprehensive evaluation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |