Implement an automated grid search algorithm or Bayesian optimization method that iteratively explores the space of possible hyperparameters and selects those yielding the best validation error. This approach is relatively easy to implement but can be computationally expensive and may require extensive tuning of its own hyperparameters, such as the number of iterations.