2 papers
cs.LG2021
High dimensional Bayesian Optimization Algorithm for Complex System in Time Series
Yuyang Chen, Kaiming Bi, Chih-Hang J. Wu +2
At present, high-dimensional global optimization problems with time-series models have received much attention from engineering fields. Since it was proposed, Bayesian optimization…
stat.ME2021
A New Bayesian Optimization Algorithm for Complex High-Dimensional Disease Epidemic Systems
Yuyang Chen, Kaiming Bi, Chih-Hang J. Wu +2
This paper presents an Improved Bayesian Optimization (IBO) algorithm to solve complex high-dimensional epidemic models' optimal control solution. Evaluating the total objective fu…