Kôtarô Tanahashi

Evaluating the Solution Performance of the Augmented Lagrangian Function on Ising Machines

We apply the augmented Lagrangian function (ALF) as a formulation for Ising machines and evaluate its performance by time-to-epsilon (TTε). The ALF has been well studied in continuous optimization for its numerical stability and convergence, and its advantage over the penalty fun...