Shuhua Gao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Energy Management

Parameter Estimation

Imitation Learning

Optimal Control

Top Venues

IEEE Trans. Cybern.

Publications

Shuhua Gao, Raiyan bin Zulkifli Lee, Zhenhao Huang, Cheng Xiang, Ming Yu, Kuan Tak Tan, Tong Heng Lee
A Hybrid Approach for Home Energy Management With Imitation Learning and Online Optimization. IEEE Trans. Ind. Informatics 20 (3) (2024)
Dezhen Zhang, Shuhua Gao, Zhi-Ping Liu, Rui Gao
LogicGep: Boolean networks inference using symbolic regression from time-series transcriptomic profiling data. Briefings Bioinform. 25 (4) (2024)
Yunyi Zhao, Shuhua Gao, Jing Wang, Congcong Li, Ming Yu, Cheng Xiang
Online Cooperative Optimal Power Scheduling of Multiple Microgrids via Hierarchical Imitation Learning. ICCA (2024)
Yue Qu, Hongqing Chu, Shuhua Gao, Jun Guan, Haoqi Yan, Liming Xiao, Shengbo Eben Li, Jingliang Duan
RL-Driven MPPI: Accelerating Online Control Laws Calculation With Offline Policy. IEEE Trans. Intell. Veh. 9 (2) (2024)
Shuhua Gao, Jun-e Feng, Zezheng Li, Cheng Xiang
Minimum-Time Control of Boolean Control Networks: A Fast Graphical Approach. IEEE Trans. Circuits Syst. II Express Briefs 71 (2) (2024)
Yudi Zhang, Shuhua Gao, Jian Ge, Hongfeng Ji, Cheng Xiang
Multistep Model Predictive Torque Control for Induction Motor via Imitation Learning. IECON (2023)
Shuhua Gao, Cheng Xiang, Ming Yu, Kuan Tak Tan, Tong Heng Lee
On Solar Photovoltaic Parameter Estimation: Global Optimality Analysis and a Simple Efficient Differential Evolution Method. CDC (2023)
Shuhua Gao, Qian Wang, Yakun Li, Zezheng Li, Cheng Xiang
Robust Set Stabilization of Boolean Control Networks: an Efficient Approach based on Reverse Set Propagation. CDC (2023)
Shuhua Gao, Changkai Sun, Cheng Xiang, Kairong Qin, Tong Heng Lee
Finite-Horizon Optimal Control of Boolean Control Networks: A Unified Graph-Theoretical Approach. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Shuhua Gao, Cheng Xiang, Ming Yu, Kuan Tak Tan, Tong Heng Lee
Online Optimal Power Scheduling of a Microgrid via Imitation Learning. IEEE Trans. Smart Grid 13 (2) (2022)
Shuhua Gao, Changkai Sun, Cheng Xiang, Kairong Qin, Tong Heng Lee
Infinite-Horizon Optimal Control of Switched Boolean Control Networks With Average Cost: An Efficient Graph-Theoretical Approach. IEEE Trans. Cybern. 52 (4) (2022)
Shuhua Gao, Changkai Sun, Cheng Xiang, Kairong Qin, Tong Heng Lee
Learning Asynchronous Boolean Networks From Single-Cell Data Using Multiobjective Cooperative Genetic Programming. IEEE Trans. Cybern. 52 (5) (2022)
Yueyang Liu, Shuhua Gao, Cheng Xiang, Ming Yu, Kuan Tak Tan
Distributed Optimal Energy Management of a Microgrid Community. ICCA (2022)
Shuhua Gao, Cheng Xiang, Tong Heng Lee
Set Invariance and Optimal Set Stabilization of Boolean Control Networks: A Graphical Approach. IEEE Trans. Control. Netw. Syst. 8 (1) (2021)
Shuhua Gao, Cheng Xiang, Tong Heng Lee
Highly efficient photovoltaic parameter estimation using parallel particle swarm optimization on a GPU. ISIE (2021)
Yinjie Ni, Shuhua Gao, Sunan Huang, Cheng Xiang, Qinyuan Ren, Tong Heng Lee
Multi-Agent Cooperative Pursuit-Evasion Control Using Gene Expression Programming. IECON (2021)
Shuhua Gao, Cheng Xiang, Yu Ming, Tan Kuan Tak, Tong Heng Lee
Rethinking solar photovoltaic parameter estimation: global optimality analysis and a simple efficient differential evolution method. CoRR (2020)
Shuhua Gao, Cheng Xiang, Tong Heng Lee
Optimal Control of Boolean Control Networks with Discounted Cost: An Efficient Approach based on Deterministic Markov Decision Process. ICCA (2020)
Shuhua Gao, Cheng Xiang, Tong Heng Lee
Optimal Control of Boolean Control Networks with Discounted Cost: An Efficient Approach based on Deterministic Markov Decision Process. CoRR (2020)
Shuhua Gao, Changkai Sun, Cheng Xiang, Kairong Qin, Tong Heng Lee
Infinite-Horizon Optimal Control of Switched Boolean Control Networks with Average Cost: An Efficient Graph-Theoretical Approach. CoRR (2019)
Shuhua Gao, Cheng Xiang, Changkai Sun, Kairong Qin, Tong Heng Lee
Efficient Boolean Modeling of Gene Regulatory Networks via Random Forest Based Feature Selection and Best-Fit Extension. ICCA (2018)
Xiaoling Wu, Shuhua Gao, Dong-Yan Huang, Cheng Xiang
Voichap: A standalone real-time voice change application on iOS platform. APSIPA (2017)