Title
Realization of the hybrid method for Mann iterations
Abstract
The Mann iterations for nonexpansive mappings have only weak convergence even in a Hilbert space H. In order to overcome this weakness, Nakajo and Takahashi proposed the hybrid method for Mann’s iteration process:x0∈Cchosen arbitrarily,yn=αnxn+(1-αn)Txn,Cn=z∈C:‖yn-z‖⩽‖xn-z‖,Qn=z∈C:〈x0-xn,z-xn〉⩽0,xn+1=PCn∩Qnx0,n=0,1,2,…,where C is a nonempty closed convex subset of H, T : C→C is a nonexpansive mapping and PK is the metric projection from H onto a closed convex subset K of H. However, it is difficult to realize this iteration process in actual computing programs because the specific expression of PCn∩Qnx0 cannot be got, in general. In the case where C=H, we obtain the specific expression of PCn∩Qnx0 and thus the hybrid method for Mann’s iteration process can be realized easily. Numerical results show advantages of our result.
Year
DOI
Venue
2010
10.1016/j.amc.2010.10.039
Applied Mathematics and Computation
Keywords
Field
DocType
Nonexpansive mapping,Strong convergence,Weak convergence,Hybrid method,Metric projection,Fixed point,Mann’s iteration
Hilbert space,Discrete mathematics,Mathematical optimization,Weak convergence,Mathematical analysis,Regular polygon,Metric projection,Fixed point,Mathematics,Iteration process
Journal
Volume
Issue
ISSN
217
8
0096-3003
Citations 
PageRank 
References 
6
0.85
2
Authors
3
Name
Order
Citations
PageRank
Songnian He1428.08
Caiping Yang260.85
Peichao Duan371.96