PID Autotune Algorithm

Hi, I have been studying APs autotune algorithm but I never really understood what kind of algorithm is that? I know it twitches, rates are increase and decrease but on what basis? What kind of algorithm is that? I want to understand from control system point of view!

Thanks

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