English

Projective splitting with backward, half-forward and proximal-Newton steps

Optimization and Control 2024-05-08 v2

Abstract

We propose and study the weak convergence of a projective splitting algorithm for solving multi-term composite monotone inclusion problems involving the finite sum of nn maximal monotone operators, each of which having an inner four-block structure: sum of maximal monotone, Lipschitz continuous, cocoercive and smooth differentiable operators. We show how to perform backward and half-forward steps with respect to the maximal monotone and Lipschitz++cocoercive components, respectively, while performing proximal-Newton steps with respect to smooth differentiable blocks.

Keywords

Cite

@article{arxiv.2208.10680,
  title  = {Projective splitting with backward, half-forward and proximal-Newton steps},
  author = {M. Marques Alves},
  journal= {arXiv preprint arXiv:2208.10680},
  year   = {2024}
}

Comments

Some typos corrected; Accepted in Journal of Convex Analysis; 30 pages

R2 v1 2026-06-25T01:53:27.227Z