This section contains some EA examples using ARIEL.¶ And an example on how to parallelise evaluation using Ray Examples:¶ Continuous Optimisation (Ackley Function) How does ARIEL EC module work? Initialize the EASettings class. Define evolutionary loop Discrete Optimisation (N-Queens Problem) How does ARIEL EC module work? Initialize the EASettings class. Define evolutionary loop Robot Evolution How does ARIEL EC module work? Parallelising ARIEL with Ray Part 1: Serial Baseline Part 2: Adding Parallelisation with Ray Part 3: Run the Parallel Version Part 4: Side-by-Side Diff Part 5: Tips and Common Pitfalls