[HTML][HTML] Some recent advances in projection-type methods for variational inequalities

N Xiu, J Zhang - Journal of Computational and Applied Mathematics, 2003 - Elsevier
Projection-type methods are a class of simple methods for solving variational inequalities,
especially for complementarity problems. In this paper we review and summarize recent …

Proximal splitting methods in signal processing

PL Combettes, JC Pesquet - Fixed-point algorithms for inverse problems in …, 2011 - Springer
The proximity operator of a convex function is a natural extension of the notion of a
projection operator onto a convex set. This tool, which plays a central role in the analysis …

Algorithms for the split variational inequality problem

Y Censor, A Gibali, S Reich - Numerical Algorithms, 2012 - Springer
We propose a prototypical Split Inverse Problem (SIP) and a new variational problem, called
the Split Variational Inequality Problem (SVIP), which is a SIP. It entails finding a solution of …

[图书][B] Iterative methods for fixed point problems in Hilbert spaces

A Cegielski - 2012 - books.google.com
Iterative methods for finding fixed points of non-expansive operators in Hilbert spaces have
been described in many publications. In this monograph we try to present the methods in a …

Strong convergence of projected subgradient methods for nonsmooth and nonstrictly convex minimization

PE Maingé - Set-valued analysis, 2008 - Springer
In this paper, we establish a strong convergence theorem regarding a regularized variant of
the projected subgradient method for nonsmooth, nonstrictly convex minimization in real …

[PDF][PDF] Equilibrium programming in Hilbert spaces

PL Combettes, SA Hirstoaga - J. Nonlinear Convex Anal, 2005 - Citeseer
Several methods for solving systems of equilibrium problems in Hilbert spaces–and for
finding best approximations thereof–are presented and their convergence properties are …

Split monotone variational inclusions

A Moudafi - Journal of Optimization Theory and Applications, 2011 - Springer
Based on the very recent work by Censor-Gibali-Reich (http://arxiv. org/abs/1009.3780), we
propose an extension of their new variational problem (Split Variational Inequality Problem) …

[PDF][PDF] The split common null point problem

C Byrne, Y Censor, A Gibali… - J. Nonlinear Convex …, 2012 - optimization-online.org
We introduce and study the Split Common Null Point Problem (SCNPP) for set-valued
maximal monotone mappings in Hilbert spaces. This problem generalizes our Split …

Convergence analysis of primal-dual algorithms for a saddle-point problem: from contraction perspective

B He, X Yuan - SIAM Journal on Imaging Sciences, 2012 - SIAM
Recently, some primal-dual algorithms have been proposed for solving a saddle-point
problem, with particular applications in the area of total variation image restoration. This …

Solving the split feasibility problem without prior knowledge of matrix norms

G López, V Martín-Márquez, F Wang, HK Xu - Inverse Problems, 2012 - iopscience.iop.org
The split feasibility problem (SFP) consists in finding a point in a given closed convex subset
of a Hilbert space such that its image under a bounded linear operator belongs to a given …