Open Mark-L-Stone opened 2 years ago
Hamza Fawzi and James Saunderson proved the self-concordance of this barrier in "Optimal self-concordant barriers for quantum relative entropies" https://arxiv.org/abs/2205.04581, which was posted in May/June 2022.
Perhaps the DDS paper should be updated accordingly.
Per p. 23 of DOMAIN-DRIVEN SOLVER (DDS) VERSION 2.0: A MATLAB-BASED SOFTWARE PACKAGE FOR CONVEX OPTIMIZATION PROBLEMS IN DOMAIN-DRIVEN FORM., MEHDI KARIMI AND LEVENT TUNCEL ,
What are the consequences of using a barrier not known to be self-concordant? If the barrier is not actually self-concordant, could that result in an incorrect solution, non-convergence, or something else?