Utilizing the Correlation Between Constraints and Objective Function for Constrained Evolutionary Optimization

Yong Wang , Jia-Peng Li , Xihui Xue , Bing-chuan Wang
IEEE Transactions on Evolutionary Computation 24 ( 1) 29 -43

52
2020
A Unified Framework of Epidemic Spreading Prediction by Empirical Mode Decomposition- Based Ensemble Learning Techniques

Bing-Chuan Wang , Yun Feng
IEEE Transactions on Computational Social Systems 6 ( 4) 660 -669

2
2019
Spatial Decomposition-Based Fault Detection Framework for Parabolic-Distributed Parameter Processes.

Yun Feng , Yaonan Wang , Bing-Chuan Wang , Han-Xiong Li
IEEE Transactions on Systems, Man, and Cybernetics 1 -9

2021
Handling Constrained Multiobjective Optimization Problems via Bidirectional Coevolution.

Ke Tang , Bing-Chuan Wang , Zhi-Zhong Liu
IEEE Transactions on Systems, Man, and Cybernetics 1 -14

32
2021
An adaptive fuzzy penalty method for constrained evolutionary optimization

Bing-Chuan Wang , Han-Xiong Li , Yun Feng , Wen-Jing Shen
Information Sciences 571 358 -374

2021
Multi-task Learning Based Spatiotemporal Modeling for Distributed Thermal Processes

Bing-Chuan Wang , Han-Xiong Li ,
systems, man and cybernetics 2242 -2247

1
2018
Composite Differential Evolution for Constrained Evolutionary Optimization

Bing-Chuan Wang , Han-Xiong Li , Jia-Peng Li , Yong Wang
IEEE Transactions on Systems, Man, and Cybernetics 49 ( 7) 1482 -1495

112
2019
Surrogate Model-Based Structure Optimization of Jetting System

Xiu-Yang Shan , Bing-Chuan Wang , Kang-Kang Xu , Han-Xiong Li
IEEE Transactions on Components, Packaging and Manufacturing Technology 10 ( 3) 494 -501

1
2020
Indicator-Based Constrained Multiobjective Evolutionary Algorithms

Zhi-Zhong Liu , Yong Wang , Bing-Chuan Wang
IEEE Transactions on Systems, Man, and Cybernetics 1 -13

54
2019
Incorporating Objective Function Information Into the Feasibility Rule for Constrained Evolutionary Optimization

Yong Wang , Bing-Chuan Wang , Han-Xiong Li , Gary G Yen
IEEE Transactions on Systems, Man, and Cybernetics 46 ( 12) 2938 -2952

155
2016
An improved teaching-learning-based optimization for constrained evolutionary optimization

Bing-Chuan Wang , Han-Xiong Li , Yun Feng ,
Information Sciences 456 131 -144

10
2018
Individual-dependent feasibility rule for constrained differential evolution

Bing-Chuan Wang , Yun Feng , Han-Xiong Li ,
Information Sciences 506 174 -195

7
2020
Evolutionary algorithm with dynamic population size for constrained multiobjective optimization

Bing-Chuan Wang , Zhong-Yi Shui , Yun Feng , Zhongwei Ma
Swarm and Evolutionary Computation 73 101104

1
2022
Combining Reduced-Order Model with Data-Driven Model for Parameter Estimation of Lithium-Ion Battery

Zhong-Yi Shui , Xu-Hao Li , Yun Feng , Bing-Chuan Wang
IEEE Transactions on Industrial Electronics 70 ( 2) 1521 -1531

1
2022
Solving constrained optimization problems via multifactorial evolution

Bing-Chuan Wang , Zhi-Zhong Liu , Wu Song
Applied Soft Computing 127 109392

1
2022
Decomposition-based multiobjective optimization for constrained evolutionary optimization

Bing-Chuan Wang , Han-Xiong Li , Qingfu Zhang , Yong Wang
IEEE Transactions on systems, man, and cybernetics: systems 51 ( 1) 574 -587

102
2018
Human-in-the-loop reinforcement learning in continuous-action space

Biao Luo , Zhengke Wu , Fei Zhou , Bing-Chuan Wang
IEEE Transactions on Neural Networks and Learning Systems

11
2023
Fast parameter identification of lithium-ion batteries via classification model-assisted Bayesian optimization

Bing-Chuan Wang , Yan-Bo He , Jiao Liu , Biao Luo
Energy 288 129667 -129667

2
2024
Multi-Objective Battery Charging Strategy Based on Deep Reinforcement Learning

Zheng Xiong , Biao Luo , Bing-Chuan Wang , Xiaodong Xu
IEEE Transactions on Transportation Electrification

1
2023
Evolutionary Sensor Placement for Spatiotemporal Modeling of Battery Thermal Process

Yong Wang , Shi-Hui He , Bing-Chuan Wang
IEEE Transactions on Industrial Informatics 18 ( 4) 2223 -2232

6
2022