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基于二次规划的求两线性流形之间距离的一种算法

An Algorithm Based on the Quadratic Programming for Distance between Two Linear Manifolds
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摘要 本文基于两线性流形之间距离与公垂线性流形的定义,将求解两线性流形之间距离的问题转化为凸二次规划问题,结合全局最优性条件,给出了求解两线性流形之间距离的算法.通过实例,说明了该算法的可行性. Based on the distance between two linear manifolds and the definition of common perpendicular manifold,this article characterizes the distance between two linear manifolds by a convex quadratic program and gives its algorithm by optimal conditions.And we illustrate the feasibility of the proposed algorithm through example.
出处 《漳州师范学院学报(自然科学版)》 2013年第2期11-17,共7页 Journal of ZhangZhou Teachers College(Natural Science)
关键词 线性流形 距离 二次规划 linear manifold distance quadratic program
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参考文献8

  • 1K.C Lee, Ho J, M.H Yang. Video-based face recognition using probabilistie appearance manifolds[J]. CVPR, 2002: 313-320.
  • 2Tenenbaum J. B., De Silva V., Langford J. C. A global geometric framework for nonlinear dimensionality reduction[J]. Science, 2000, 290(5500): 2319-2323.
  • 3Roweis S T, Saul L K. Nonlinear dimensionality reduction by locally linear embedding[J]. Science, 2000, 290(5500): 2323-2326.
  • 4Belkin M, Niyogi P. Laplacian Eigenmaps for Dimensionaltiy Reduction andData Representation[J]. Neural Computation, 2003, (15): 1373-1379.
  • 5Gelfond M, Lifschitz V. Classic negation in logic programs and disjunctive databases[J]. Next generation computing, 1991, 9(4): 365-385.
  • 6John A. Nonlinear Dimensionality Reduction[M]. New York: Spring Verlag, 2008.
  • 7魏莱,王守觉.基于流形距离的半监督判别分析[J].软件学报,2010,21(10):2445-2453. 被引量:22
  • 8何金花,张圣贵.两线性流形之间的距离与公垂流形的一种算法[J].福建师范大学学报(自然科学版),2011,27(6):19-22. 被引量:1

二级参考文献6

  • 1罗四维,赵连伟.基于谱图理论的流形学习算法[J].计算机研究与发展,2006,43(7):1173-1179. 被引量:76
  • 2Vasconcelos N, Lippman A. A multiresoiution manifold distance for invariant image similarity [EB/OL]. http: /// ieeexplore, ieee. org/xpl/freeabs,ll, jsp? arnumber= 1386248.
  • 3Lee K C, Ho J, Yang M H. Video-based face recognition using probabilistic appearance manifolds [EB/OL]. http: //www. eomputer, org/portal/web/csdl/doi/10, 1109/CVPR. 200a. 1211369,.
  • 4Wang Ruiping, Shan Shiguang, Chen Xilin. Manifold-manifold distance with application to face recognition based on image set [EB/OL]. http: ffieeexplore, ieee. org/xpl/freeabs,11, jsp? arnumber=4587719.
  • 5王玲,薄列峰,焦李成.密度敏感的谱聚类[J].电子学报,2007,35(8):1577-1581. 被引量:61
  • 6李忠,史永铨,徐进.初探n维线性流形[J].淮南师范学院学报,2007,9(5):1-3. 被引量:1

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