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层次分析与支持向量机组合评价方法的研究与应用 被引量:3

Evaluation study and application based on analytic hierarchy process and support vector machine
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摘要 充分发挥层次分析法与支持向量机各自的优势,将两种方法有机结合起来并综合运用于学生创新能力的评价。研究结果表明,这种组合方法是可行和有效的,可很好地应用于高等学校学生的评价工作。 This paper analyzes the advantages of analytic hierarchy process (AHP) and support vector machine (SVM), using these two methods to evaluate the student' s creative ability. The result shows that this integration method is feasible and effective, which can be used to evaluate the creative ability availably.
出处 《华北电力大学学报(自然科学版)》 CAS 北大核心 2008年第3期95-98,共4页 Journal of North China Electric Power University:Natural Science Edition
关键词 层次分析法 支持向量机 创新能力评价 AHP SVM evaluation of student' s creative ability
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参考文献2

  • 1Wang X M, Cui Y B. Efficiency evaluation for unlversity laboratory based on multi-layer SVM [C]. Third International Conference on Natural Computation, Haikou, 2007, 8: 558-561.
  • 2王强,沈永平,陈英武.基于支持向量机的智能决策方法[J].系统工程,2005,23(10):111-116. 被引量:11

二级参考文献9

  • 1陈珽.决策分析[M].北京:科学出版社,1987..
  • 2VapnikVN.统计学习理论的本质[M].北京:清华大学出版社,2000..
  • 3Hwang C L,Yoon K.Multiple attribute decision making:methods and applications[M].New York:Springer-Verlag,1981.
  • 4Vapnik V N, Golowich S, Smola A. Support vector method for function approximation, regression, estimation, and signal processing[A]. Advances in Neural Information Processing Systems[C]. Cambridge,MA:MIT Press,1997:1281~2871.
  • 5Smola A J,Scholkopf B.A tutorial on support vector regression[J]. Statistics and Computing,2004,14(3):199~222.
  • 6Zhao J G,Miao L.Synthetic evaluation of enterprises future profitability based on neural networks[A]. Proceedings of 2003 IEEE Conference on Control Applications[C]. 2003: 358~361.
  • 7Smola A J. Learning with kernels[D]. Berlin:Technische Universit(a)t Berlin,1998.
  • 8.[EB/OL].www.cs.ucl.ac.uk/staff/M.Sewell/winsvm,.
  • 9刘树林,邱菀华.多属性决策基础理论研究[J].系统工程理论与实践,1998,18(1):38-43. 被引量:191

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