Three-operator splitting algorithm for a class of variational inclusion problems
Sign Up to like & getrecommendations! Published in 2019 at "Bulletin of the Iranian Mathematical Society"
DOI: 10.1007/s41980-019-00312-5
Abstract: This paper concerns with a new three-operator splitting algorithm for solving a class of variational inclusions. The main advantage of the proposed algorithm is that it can be easily implemented without the prior knowledge of… read more here.
Keywords: operator splitting; class variational; three operator; splitting algorithm ... See more keywords
Convergence of Parameterized Variable Metric Three-Operator Splitting with Deviations for Solving Monotone Inclusions
Sign Up to like & getrecommendations! Published in 2023 at "Axioms"
DOI: 10.3390/axioms12060508
Abstract: In this paper, we propose a parameterized variable metric three-operator algorithm for finding a zero of the sum of three monotone operators in a real Hilbert space. Under some appropriate conditions, we prove the strong… read more here.
Keywords: three operator; variable metric; convergence; parameterized variable ... See more keywords
Mini-Batch Stochastic Three-Operator Splitting for Distributed Optimization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Control Systems Letters"
DOI: 10.48550/arxiv.2203.04020
Abstract: We consider a network of agents, each with its own private cost consisting of a sum of two possibly nonsmooth convex functions, one of which is composed with a linear operator. At every iteration each… read more here.
Keywords: operator; mini batch; batch stochastic; three operator ... See more keywords