【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,...