/NonconvexTOS

Source code for the QAP experiments in "Three Operator Splitting with a Nonconvex Loss Function" (ICML 2021).

Primary LanguageMATLABGNU General Public License v3.0GPL-3.0

     Three Operator Splitting with a Nonconvex Loss Function
    		   A.Yurtsever - V. Mangalick - S. Sra

This toolbox includes the source code for the numerical experiments in our paper.

Please follow https://github.com/alpyurtsever/NonconvexTOS for the updates.

NOTES

This code is tested with MATLAB R2018a on macOS Catalina.

QAPLIB datasets are available online at: http://anjos.mgi.polymtl.ca/qaplib/inst.html https://www.opt.math.tugraz.at/qaplib/inst.html https://coral.ise.lehigh.edu/data-sets/qaplib/qaplib-problem-instances-and-solutions/

You need to download QAPLIB data into the data folder. You can do this automatically by running the "Download_QAPLIB_data.m" script.

CITATION

If you find this toolbox useful, please cite our paper.

Yurtsever, A., Mangalick, V., Sra, S., Three Operator Splitting with a Nonconvex Loss Function, International Conference on Machine Learning, 2021

Last edit: Alp Yurtsever - June 10, 2021