In this article, the author comments on a research conducted by researchers Kenneth Lange, Eric C. Chi, and Hua Zhou on optimization of algorithms. Topics discussed include use of Bayesian statistics in potential alternative handling of large, and complex mathematical problems, use of simulated annealing in mathematics, and Simulated Annealing for Marginal maximum a posteriori probability (MAP) Estimation (SAME) algorithms.