Open Research Newcastle
Browse

Dynamics of the Douglas-Rachford method for ellipses and p-spheres

Download (5.07 MB)
journal contribution
posted on 2025-05-09, 15:12 authored by Jonathan M. Borwein, Scott B. Lindstrom, Brailey SimsBrailey Sims, Anna Schneider, Matthew P. Skerritt
We expand upon previous work that examined the behavior of the iterated Douglas-Rachford method for a line and a circle by considering two generalizations:that of a line and an ellipse and that of a line together with a p-sphere. With computer assistance we discover a beautiful geometry that illustrates phenomena which may affect the behavior of the iterates by slowing or inhibiting convergence for feasible cases. We prove local convergence near feasible points, and—seeking a better understanding of the behavior—we employ parallelization in order to study behavior graphically. Motivated by the computer-assisted discoveries, we prove a result about behavior of the method in infeasible cases.

History

Journal title

Set-Valued and Variational Analysis

Volume

26

Issue

2

Pagination

385-403

Publisher

Springer

Language

  • en, English

College/Research Centre

Faculty of Science

School

School of Mathematical and Physical Sciences

Rights statement

This is a post-peer-review, pre-copyedit version of an article published in et-Valued and Variational Analysis. The final authenticated version is available online at: http://dx.doi.org/10.1007/s11228-017-0457-0

Usage metrics

    Publications

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC