Title
A Cyclic and Simultaneous Iterative Method for Solving the Multiple-Sets Split Feasibility Problem
Abstract
The iterative projection methods for solving the multiple-sets split feasibility problem have been paid much attention in recent years. In this paper, we introduce a cyclic and simultaneous iterative sequence with self-adaptive step size for solving this problem. The advantage of the self-adaptive step size is that it does not need to know the Lipschitz constant of the gradient operator in advance. Furthermore, we propose a relaxed cyclic and simultaneous iterative sequence with self-adaptive step size, respectively. The theoretical convergence results are established in an infinite-dimensional Hilbert spaces setting. Preliminary numerical experiments show that these iteration methods are practical and easy to implement.
Year
DOI
Venue
2015
10.1007/s10957-014-0701-9
Journal of Optimization Theory and Applications
Keywords
Field
DocType
Multiple-sets split feasibility problem, Cyclic iteration method, Simultaneous iteration method, 90C25, 90C30, 47J25
Hilbert space,Convergence (routing),Mathematical optimization,Preconditioner,Iterative method,Mathematical analysis,Lipschitz continuity,Need to know,Operator (computer programming),Mathematics
Journal
Volume
Issue
ISSN
166
3
1573-2878
Citations 
PageRank 
References 
1
0.37
3
Authors
3
Name
Order
Citations
PageRank
Meng Wen110.37
Ji-Gen Peng241850.45
Yuchao Tang310.70