| 基于改进ESE算法的多目标优化试验设计方法 |
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| 引用本文： | 刘新亮,郭波.基于改进ESE算法的多目标优化试验设计方法[J].系统工程与电子技术,2010,32(2):410-414. |
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| 作者姓名： | 刘新亮 郭波 |
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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， 湖南 长沙 410073） |
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| 摘 要： | 超立方试验设计是试验设计领域的热点问题。传统的拉丁超立方试验设计优化算法以试验点间正交属性度量准则或均匀性度量准则为单一优化目标，以单一优化准则求得的试验设计并不能确保其他的优化准则最优。以正交度量准则和均匀性度量准则为优化目标，提出基于改进ESE算法的多目标优化试验设计方法。算例测试证明，与已有算法相比，本文提出的新算法能得到更优的试验设计。
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| 关 键 词： | 计算机试验 多目标优化 改进ESE算法 试验设计 |
Multi-objective experimentation design optimization based on modified ESE algorithms |
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| LIU Xin-liang,GUO Bo.Multi-objective experimentation design optimization based on modified ESE algorithms[J].System Engineering and Electronics,2010,32(2):410-414. |
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| Authors: | LIU Xin-liang GUO Bo |
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| Institution: | (Dept. of Information System and Management, National Univ. of;
Defense Technology, Changsha 410073, China) |
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| Abstract: | The optimization of Latin hypercube design(LHD) is an important area of the space filling experimentation.There are procedures to find good LHD by minimizing the pairwise correlations or maximizing the inter-site distance.we have shown that these two criteria need not agree with each other,that is,minimizing of pairwise correlations can result in LHDs where the inter-site distances is high and vice versa.Therefore,a multi-objective optimization approach to find good LHD is proposed by combining correlation ... |
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| Keywords: | computer experimentations multi-objective optimization modified ESE algorithm design of experiments |
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