📄️ Usage
Import
📄️ Description
Bayesian Optimization with Tree-structured Parzen Estimator (TPE) is a sequential model-based optimization algorithm which works by building models to predict optimal selection of candidate solutions. This algorithm is particularly useful for finding the minimum value of a function when the function evaluations are expensive and the search space is large and complex.
📄️ Examples
McCormick Function
📄️ References
Shuhei Watanabe, “Tree-Structured Parzen Estimator//doi.org/10.48550/arxiv.2304.11127.