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On the convergence rate of scaled gradient projection method

  • 【作者】Xihong Yan,Kai Wang,Hongjin He
  • 【刊名】Optimization
  • 【作者单位】Department of Mathematics, Taiyuan Normal University , Jinzhong, China. School of Mechanical and Aerospace Engineering, Nanyang Technological University , Singapore, Singapore.; School of Science, Nanjing University of Science and Technology , Nanjing, China. School of Science, Hangzhou Dianzi University , Hangzhou, China.
  • 【年份】2018
  • 【卷号】Vol.67 No.9
  • 【页码】1365-1376
  • 【ISSN】0233-1934;1029-4945
  • 【关键词】Constrained optimization gradient projection method convergence rate nonmonotone line search first order method 
  • 【摘要】 The scaled gradient projection (SGP) method, which can be viewed as a promising improvement of the classical gradient projection method, is a quite efficient solver for real-world problems arising in image science and machine learning. Most recently,...
  • 【文献类型】 期刊
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