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Hi--I have used Optuna for several years and recently had some more complex problems and have been using multi-objective optimization. I would also like to add constraints, but I'm unclear on the definition.
Reading the docs and various issues about using constraints, my impression is as follows:
The constraints are defined by equations assigning values to variables within the objective function
The optimizer considers a constraint violated if the constraint variable is > 0
Can anyone confirm I have this correct?
Some questions:
If the constraint variable becomes more positive, is this considered as more violation by the optimizer?
If the constraint variable becomes more negative, is this considered better by the optimizer?
Thanks in advance for guidance. If I have missed this in the docs please advise!
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Hi--I have used Optuna for several years and recently had some more complex problems and have been using multi-objective optimization. I would also like to add constraints, but I'm unclear on the definition.
Reading the docs and various issues about using constraints, my impression is as follows:
The constraints are defined by equations assigning values to variables within the objective function
The optimizer considers a constraint violated if the constraint variable is > 0
Can anyone confirm I have this correct?
Some questions:
If the constraint variable becomes more positive, is this considered as more violation by the optimizer?
If the constraint variable becomes more negative, is this considered better by the optimizer?
Thanks in advance for guidance. If I have missed this in the docs please advise!
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