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Black-Box-Optimization-competition

(https://bbochallenge.com/leaderboard)

ID : Optimizer from Wyoming.

Things I did
1. Surrogate Modification: checking different surrogates, modifying GP kernels, initial design.
2. Sampling Strategy analysis: to check effect on performance of the optimizer.
3. Analyzing Acquisition Functions: tried to balance the exploration-exploitation trade-off. LCB showed better performance than PI, EI.

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