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Bayesian Machine Learning for Optimization in Python

Coding Challenge: Bayesian Optimization

Explore how to apply Bayesian optimization to maximize factory profits by adjusting daily product amounts under constraints of labor and raw materials. Learn to write objective and constraint functions, then complete an optimization implementation using the Dragonfly library.

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Problem statement

Let’s assume a factory produces four different products, and that the daily produced amount of the first product is x₁x₁, the amount produced of the second product is x₂x₂, ...