The final code might be fast, but is it understandable? The evolution process shows it tried a bunch of things that didn't work. The final result is a heuristic that won out based on a specific simulator and fitness function.
The code was quite short and easy to read. Specifying the right scoring function and scoping the problem are key parts of getting good results with ADRS.