First step is to get the system, in the current way, running, understanding clearly all its parts (evolutionary algorithm, systems under test), configuration, and so on.

Results can be improved in several possible ways:

• First and foremost, making it faster maybe by parallel evaluation of different configurations.
• Improve the parameters of the evolutionary algorithm (more population, test different mutation operators) to improve its efficiency.