|
|||||
|
|
| SVM方法在武器装备综合论证中的应用 | |
| 引用本文： | 高峰,陆欣,王强. SVM方法在武器装备综合论证中的应用[J]. 装备指挥技术学院学报, 2007, 18(4): 97-101. DOI: 10.3783/j.issn.1673-0127.2007.04.022 |
| 作者姓名： | 高峰 陆欣 王强 |
| 作者单位： | 1. 国防科技大学,人文与社会科学学院,湖南,长沙,410073 2. 国防科技信息中心,北京,100000 3. 国防科技大学,信息系统与管理学院,湖南,长沙,410073 |
| 摘 要： | 针对现有武器装备综合论证存在的不足，引入了基于支持向量机（support vecto rmachine，SVM）的多属性决策方法。分析了多属性决策支持向量机方法的机理；建立了多属性决策支持向量机方法的价值函数决策模型和方案序关系决策模型，用以训练支持向量机；提出了基于支持向量回归和分类的多属性决策支持向量机实现算法。最后给出了一个算例。 |
| 关 键 词： | 武器装备论证 多属性决策 支持向量机（SVM） |
| 文章编号： | 1673-0127（2007）04-0097-05 |
| 收稿时间： | 2006-11-06 |
| 修稿时间： | 2006-11-06 |
Application on SVM in the Weapon System Integrated Demonstration |
|
| GAO Feng,LU Xin,WANG Qiang. Application on SVM in the Weapon System Integrated Demonstration[J]. Journal of the Academy of Equipment Command & Technology, 2007, 18(4): 97-101. DOI: 10.3783/j.issn.1673-0127.2007.04.022 | |
| Authors: | GAO Feng LU Xin WANG Qiang |
| Affiliation: | 1. College of Humanity and Social Science, National University of Defense Technology, Changsha Hunan 410073, 2. National Information Center of Defense Technology, Beijing 100000, China; 3. College of Information System and Management, National University of Defense Technology, Changsha Hunan 410073, China |
| Abstract: | In this paper,a method for solving multiple attribute decision making(MADM) problems is proposed based on support vector machine(SVM) to perform weapon system integrated demonstration.Firstly,the principle of decision making based on SVM is discussed.Secondly,two decision models are established to train SVM.One is based on value function and the other is based on the preference relation of alternatives.Then,the implementation algorithms of mutiple attribute decision making using support vector regression and classification are presented.Finally,an example is used to illustrate the proposed method. |
| Keywords: | weapon system integrated demonstration multiple attribute decision making support vector machine(SVM) |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |