Improving the Efficiency of the Box Algorithm for Solving Linear Systems via Optimal Contraction Ratio on Simulated and Quantum Annealing Platforms

The box algorithm can be significantly sped up by using an optimal contraction ratio of approximately 0.2, instead of the commonly used 0.5, when solving linear systems of equations on quantum and classical annealing platforms.