NotUniqueError encountered for constrained problems. about bayesianoptimization

[till-m]

Could you maybe check if this was fixed with #437? I think we haven't made a release since that PR, but you can install from master here.

E: If I understand correctly, you implemented exactly what the PR does. Could it be that you have simply found the maximum?

Sorry, I am on my phone, so I can't run anything currently.

[iffanh]

Hi, I checked and the commit that was fixed in #437 was exactly what I tested too in my local env.
Ideally, I would want the algorithm itself to detect if such maximum has been found and terminate the program.

Perhaps I should raise another ticket for this?

[till-m]

Something like this has also been raised in #381. I'm still of the opinion I expressed there, i.e. that .maximize should be kept simple and that we should leave these things to the user (see #373 for how to do this). OTOH I know that other people disagree with me here and I would be open to adding it, generally speaking.

[iffanh]

I could see such automatic detection become very useful for problems with expensive evaluation.

Anyway, I'll close this ticket as it will be fixed in the next release (I presume). Thanks for answering!