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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. View further author information School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore.; School of Science, Nanjing University of Science and Technology, Nanjing, China. View further author information School of Science, Hangzhou Dianzi University, Hangzhou, China.Correspondencehehjmath@hdu.edu.cn http://orcid.org/0000-0001-7672-4943 View further author information
  • 【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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