Lookahead Bayesian Optimization with Inequality Constraints

Remi Lam, Karen Willcox

Neural Information Processing Systems 

Bayesian optimization (BO) is a popular way to tackle optimization problems with expensive objective function evaluations, but has mostly been applied to unconstrained problems.

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