> The engineer in me says "surely there is an optimal solution, so why are they all so different?". Is there a simulator?

Optimistically, because each one has a different optimal solution given all the unique constraints for each airport project.

Also, airports aren't just built and then done. Often the cities around them will grow and the airports will need to expand and adapt to new constraints, sometimes many decades after they were first built.