This research paper discusses the Evolutionary Computing algorithm CMA-ES. It is investigated how the CMA-ES algorithm performs relative to a Bayesian Optimizer. Two measures are used to assess the performance: the speed of convergence and the number of function evaluations. The optimizers are used...