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Ah no, aircraft control is outside of my province, so this is new knowledge.

Advanced control can be deterministic -- through parameterization. Explicit MPC [1] does this. It pre-computes the quadratic optimization problem offline, so all the solutions are enumerated and stored, and are verifiable. However, as far as I know no one has implemented this commercially.

Interesting that it's all PID. Not surprised though because PID is tried-and-true (but even so, has a lot of tiny nuances which takes years to understand).

[1] https://www.mathworks.com/help/mpc/explicit-mpc-design.html



Thanks for the link, I was not familiar. I'm not sure if any current commercial systems use these methods. I know the defense industry uses a lot of advanced techniques because they're their own regulators.




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