Constrained Bayesian Optimization: A Review

Bayesian optimization is a sequential optimization method that is particularly well suited for problems with limited computational budgets involving expensive and non-convex black-box functions. Though it has been widely used to solve various optimization tasks, most of the literature has focused on...

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Bibliographic Details
Main Authors: Sasan Amini, Inneke Vannieuwenhuyse, Alejandro Morales-Hernandez
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10815962/