Adaptive Bayesian Optimization for Fast Exploration Under Safety Constraints

The industrial field faces the problem of process optimization by finding the factors affecting the yield of the process and controlling them appropriately. However, due to limited resources such as time and money, optimization is performed using a low evaluation budget. In addition, for process sta...

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Bibliographic Details
Main Authors: Guk Han, Jongoh Jeong, Jong-Hwan Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10109745/