Optimizing reaction parameters involves systematic experimentation and modelling. Techniques like response surface methodology (RSM) and design of experiments (DoE) are commonly used for this purpose. These techniques help in understanding the interaction between different parameters and in finding the optimal conditions for the desired outcome.