In an optimization problem (say for finding the optimal PID controller gains) usually it is observed that there exists upper and lower limits set for the gains so that the optimal solution could be reached quickly.  Is there any systematic (scientific) approach for setting these limits on the controller gains ? Or, is it done through trial and error?

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