yanyachen / rBayesianOptimization

Bayesian Optimization of Hyperparameters
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non-rectangular constraints on parameters #24

Open MichaelChirico opened 6 years ago

MichaelChirico commented 6 years ago

I've got an optimization problem where the conditions on, say, $x$ and $y$ are

$$ x \in [A, B] $$

$$ y \in [C, D] $$

$$ xy \in [E, F] $$

I think there's a way to re-parameterize the problem as being with respect to $x$ and $z = xy$, but it would be easier if I could somehow specify non-rectangular conditions. Any chance?