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An alternating direction power-method for computing the largest singular value and singular vectors of a matrix

  • 【获取途径】 OA资源
  • 【作者】Yonghong Duan,Ruiping Wen
  • 【刊名】AIMS Mathematics
  • 【作者单位】11. Department of Applied Mathematics, Taiyuan University, Taiyuan 030032, Shanxi, China;22. Key Laboratory for Engineering and Computing Science, Shanxi Provincial Department of Education, Taiyuan Normal University, Jinzhong 030619, Shanxi, China
  • 【年份】2023
  • 【卷号】Vol.8 No.1
  • 【页码】1127-1138
  • 【关键词】singular value decomposition power method alternating direction implicit singular value singular vector convergence 
  • 【摘要】 The singular value decomposition is an important tool in matrix theory and numerical linear algebra. Research on the efficient numerical algorithms for computing the SVD of a matrix is extensive in the past decades. In this paper, we propose an alte...
  • 【文献类型】 期刊
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