| 基于支持向量机的装备技术方案多属性决策 |
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| 引用本文： | 高峰,王强.基于支持向量机的装备技术方案多属性决策[J].运筹与管理,2007,16(2):29-33. |
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| 作者姓名： | 高峰 王强 |
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| 作者单位： | 1. 国防科技大学,人文与社会科学学院,湖南,长沙,410074
2. 国防科技大学,信息系统与管理学院,湖南,长沙,410073 |
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| 摘 要： | 在装备技术方案选择中,为获取和表达决策者的偏好,实现对方案的选择,提出了基于支持向量机的多属性决策方法。首先,分析了多属性决策支持向量机方法的原理。其次,提出了基于属性效用函数估计的学习样本构造方法,从决策问题本身抽取学习样本。最后给出了一个算例。
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| 关 键 词： | 技术经济 多属性决策 支持向量机 技术方案 |
| 文章编号： | 24365203 |
| 修稿时间： | 10 27 2006 12:00AM |
Weapon Technical Scheme Multiple Attribute Decision Making Based on Support Vector Machine |
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| GAO Feng,WANG Qiang.Weapon Technical Scheme Multiple Attribute Decision Making Based on Support Vector Machine[J].Operations Research and Management Science,2007,16(2):29-33. |
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| Authors: | GAO Feng WANG Qiang |
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| Institution: | School of Humanity and Social Science, National University of Defense Technology, Changsha 410074, China |
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| Abstract: | In weapon technical scheme selection,in order to capture and represent the decision maker's preferences and then to select the most desirable alternative,a method for solving multiple attribute decision making(MADM) problems is proposed based on support vector machine(SVM).Firstly,the principle of MADM based on SVM is discussed.Secondly,to extract learning samples from the MADM problem,an approach to estimating the utility functions for attributes is presented.Finally,an example is used to illustrate the proposed method. |
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| Keywords: | technology economics multiple attribute decision making support vector machine technical scheme |
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