On an Iterative Method for Finding a Zero to the Sum of Two Maximal Monotone Operators
Author(s) -
Hongwei Jiao,
Fenghui Wang
Publication year - 2014
Publication title -
journal of applied mathematics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.307
H-Index - 43
eISSN - 1687-0042
pISSN - 1110-757X
DOI - 10.1155/2014/414031
Subject(s) - monotone polygon , mathematics , zero (linguistics) , variational inequality , convergence (economics) , projection (relational algebra) , projection method , mathematical optimization , algorithm , dykstra's projection algorithm , economic growth , philosophy , linguistics , geometry , economics
In this paper we consider a problem that consists of finding a zero to the sum of two monotone operators. One method for solving such a problem is the forward-backward splitting method. We present some new conditions that guarantee the weak convergence of the forward-backward method. Applications of these results, including variational inequalities and gradient projection algorithms, are also considered
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