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Convergence analysis of the augmented Lagrange multiplier algorithm for a class of matrix compressive recovery

  • 【获取途径】 OA资源
  • 【作者】Li, Chao,Wang, Chuan-Long,Wang, Jin
  • 【刊名】Applied Mathematics Letters
  • 【作者单位】1 Higher Education Key Laboratory of Engineering and Scientific Computing in Shanxi Province, Taiyuan Normal University, Jinzhong 030619, PR China 2 Institute of Applied Physics and Computational Mathematics, Beijing 100094, PR China
  • 【年份】2016
  • 【卷号】Vol.59
  • 【页码】12-17
  • 【ISSN】0893-9659
  • 【关键词】Compressive recovery Augmented Lagrange multiplier Convergence 
  • 【摘要】 In this paper, we mainly discuss the convergence of the augmented Lagrange multiplier (ALM) algorithm for matrix compressive recovery presented in Wright et al. (2013). Because of the unknown ∂‖P Ω (A)‖ ∗ , it is hard to obtain the convergence. So w...
  • 【文献类型】 期刊
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