Algorithms and convergence results of projection methods for inconsistent feasibility problems: A review

Y Censor, M Zaknoon - arXiv preprint arXiv:1802.07529, 2018 - arxiv.org
The convex feasibility problem (CFP) is to find a feasible point in the intersection of finitely
many convex and closed sets. If the intersection is empty then the CFP is inconsistent and a …

The geometry of monotone operator splitting methods

PL Combettes - Acta Numerica, 2024 - cambridge.org
We propose a geometric framework to describe and analyse a wide array of operator
splitting methods for solving monotone inclusion problems. The initial inclusion problem …

Survey: sixty years of Douglas–Rachford

SB Lindstrom, B Sims - Journal of the Australian Mathematical …, 2021 - cambridge.org
The Douglas–Rachford method is a splitting method frequently employed for finding zeros of
sums of maximally monotone operators. When the operators in question are normal cone …

Convergence analysis of Douglas--Rachford splitting method for “strongly+ weakly” convex programming

K Guo, D Han, X Yuan - SIAM Journal on Numerical Analysis, 2017 - SIAM
We consider the convergence of the Douglas--Rachford splitting method (DRSM) for
minimizing the sum of a strongly convex function and a weakly convex function; this setting …

On proximal subgradient splitting method for minimizing the sum of two nonsmooth convex functions

JY Bello Cruz - Set-Valued and Variational Analysis, 2017 - Springer
In this paper we present a variant of the proximal forward-backward splitting iteration for
solving nonsmooth optimization problems in Hilbert spaces, when the objective function is …

A note on the Douglas–Rachford splitting method for optimization problems involving hypoconvex functions

K Guo, D Han - Journal of Global Optimization, 2018 - Springer
Recently, the convergence of the Douglas–Rachford splitting method (DRSM) was
established for minimizing the sum of a nonsmooth strongly convex function and a …

[HTML][HTML] Non-separable multidimensional multiresolution wavelets: A Douglas-Rachford approach

D Franklin, JA Hogan, MK Tam - Applied and Computational Harmonic …, 2024 - Elsevier
After re-casting the wavelet construction problem as a feasibility problem with constraints
arising from the requirements of compact support, smoothness and orthogonality, the …

A Douglas-Rachford construction of non-separable continuous compactly supported multidimensional wavelets

D Franklin, JA Hogan, MK Tam - arXiv preprint arXiv:2006.03302, 2020 - arxiv.org
After re-casting the $ n $-dimensional wavelet construction problem as a feasibility problem
with constraints arising from the requirements of compact support, smoothness and …

Convergence analysis of processes with valiant projection operators in hilbert space

Y Censor, R Mansour - Journal of Optimization Theory and Applications, 2018 - Springer
Convex feasibility problems require to find a point in the intersection of a finite family of
convex sets. We propose to solve such problems by performing set-enlargements and …

[PDF][PDF] Proximal point algorithms, dynamical systems, and associated operators: modern perspectives from experimental mathematics

SB Lindstrom - University of Newcastle, 2018 - nova.newcastle.edu.au
Discrete dynamical systems are ubiquitous in many mathematical disciplines. Celebrated
methods as old as the Hellenic period include Euclid's algorithm on Z2 and continued …