June 18/2026

"currentTableRunfiles" contains the single run and the single table file, namely "runAL.m" and "tableAL.m". The "tableAL.m" produces all the tables to appear in the paper, i.e., produces the tables for both problem classes "quadratic problem" and "logistic regression" 


"SolversUtilGeneration" contains the solver files and files needed to generate the problem instances for the above problem classes

June 17/2026

currentTableRunFiles contains the table and run files for generating the two problem classes that appear in the paper (quadratic and logistic regression).






apr13/25
new folder 
O-IAL (Algorithm 2.1 in the paper) and OPF-AL-D (Algorithm 2.3). Both
solvers can be found as "Matlab function files", i.e. OIAL.m and OPF_AL_D.m,
respectively.

They are working and converging well. OPF-AL-D is often 10-12 times faster
than O-IAL, as expected, which is why I included it in the paper.

You can find the codes by going to the folder:

"codesFistaAL", then go to the folder "Augmented Lagrangian Codes", then go
to the folder "Solvers."

I also have two files which run a single instance for the OIAL and OPF_AL_D,
methods respectively. Namely, OPF_AL_D_Test.m and OIAL_Test.m

You can find them by going to "codesFistaAL", then go to the folder
"Augmented Lagrangian Codes", then go to the folder "Tests and Experiments."

You can test the codes on the quadratic problem with linear constraints by
running those two files.  You may try playing around with those two codes to
see the performance.

I'm still working on a "run file" and a "table file" to run many instances
and create the LaTex tables, similar to the Matrix Completion you sent me
yesterday.

I haven't finished that run file yet, but currently working on it. I may
have some questions to ask you for tomorrow. For now, try running 

OPF_AL_D_Test.m and OIAL_Test.m

Currently in those two files ,
dimN = 500;

You may try setting these to smaller values like dimM=20 and dimN=100 as the
problem may put your computer to the test as the problem is very dense and
the objective function for the problem that I created involves
multiplication of very dense matrices

--------------------------------------------
testing again feb2/2025 (Henry)
in RPF_FISTA_Codes   RPF_FISTA_Main.m  moved to 'old codes'???`