2 citations · 2 across the 5 of their papers we have counts for
5 papers
Stochastic linear-quadratic optimal control problems with multi-dimensional state and non-Markovian regime switching
Yuyang Chen, Peng Luo
This paper investigates the stochastic linear-quadratic (LQ, for short) optimal control problems with non-Markovian regime switching in a finite time horizon where the state equati…
An Improved Mathematical Model of Sepsis: Modeling, Bifurcation Analysis, and Optimal Control Study for Complex Nonlinear Infectious Disease System
Yuyang Chen, Kaiming Bi, Chih-Hang J. Wu +2
Sepsis is a life-threatening medical emergency, which is a major cause of death worldwide and the second highest cause of mortality in the United States. Researching the optimal co…
High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series
Yuyang Chen, Kaiming Bi, Chih-Hang J. Wu +2
Bayesian Optimization algorithm has become a promising approach for nonlinear global optimization problems and many machine learning applications. Over the past few years, improvem…
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…
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…