Research data supporting "Gradient descent in a generalised Bregman distance framework"
Repository URI
Repository DOI
No Thumbnail Available
Type
Dataset
Change log
Authors
Benning, M
Description
This data contains the corresponding MATLAB©-code for the numerical examples in the conference proceedings paper 'Gradient descent in a generalised Bregman distance framework'. Download the zip-file and extract it to a folder of your choice. Execute the 'setpath.m' file to add all relevant files to the MATLAB© path, and switch to the folder 'Examples'. This folder contains a script named 'phasereconstruction.m' that will compute the numerical examples as presented in the paper. A detailed explanation of the script can be found in terms of the HTML-file 'phasereconstruction.html' in the sub-folder 'Manual‘.
Version
Software / Usage instructions
Matlab
Keywords
nonconvex optimisation, non-smooth optimisation, Linearised Bregman iteration, gradient descent