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how are constraints dealt with in 'bayesopt'

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LANG Wu il 18 Apr 2021
Commentato: LANG Wu il 24 Mag 2021
I am wondering how bayesopt deal with the candidate points which violates the constriants. Does it apply a penalty to the points when calculating the objective function or acquisition function, or does it remove those points?

Risposte (1)

Rishik Ramena
Rishik Ramena il 24 Mag 2021
The constraint violations are dealt with depending on the type of the constraint set. Do have a look here to understand more about the types and handling of constraints in bayesopt.
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LANG Wu il 24 Mag 2021
Thanks for reply. For example, I used the deterministic constraint. But I found bayesopt still chooses the infeasible points as the next point.

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