何成｜上海第二工业大学｜学者主页

2026

基于排名散布熵的滚动直线导轨故障诊断方法

张义方，陈天奕，何成，崔立，万怡伟，丁旭

《机电工程》

2026

融合多尺度注意力机制的滚动直线导轨故障诊断

张义方，丁旭，崔立，何成，王玉洁，万怡伟

《机电工程》

2024

Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis

Cheng He, Ran Cheng, Lianghao Li, K. Tan, Yaochu Jin

IEEE Transactions on Evolutionary Computation

DOI

2024

A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement

Hong-Bin Li, Chao-Jun Ma, Chuan-Ji Zhang, Qing Chen, Cheng He, Yaochu Jin

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2023

Guest editorial for special issue “Emerging topics in evolutionary multiobjective optimization”

Cheng He, Dunwei Gong, Kay Chen Tan

Complex & Intelligent Systems

DOI

2023

A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization

Ye Tian, Jiaxing Hu, Cheng He, Hai-Ping Ma, Limiao Zhang, Xing-Yi Zhang

Swarm and Evolutionary Computation

DOI

2023

A physics-information-enabled self-updating method to monitor steady-state error of capacitor voltage transformers

Yuxuan Zhang, Chuan-Ji Zhang, Cheng He, Hong-Bin Li, Qing Chen, Panpan Guo, Cheng Cheng

Measurement

DOI

2022

A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization

Lianghao Li, Cheng He, Ran Cheng, Hong-Bin Li, Linqiang Pan, Yaochu Jin

Swarm and Evolutionary Computation

DOI

2022

A Comparison of Large-Scale MOEAs with Informed Initialization for Voltage Transformer Ratio Error Estimation

Lianghao Li, Cheng He, Hong-Bin Li

International Conference on Bio-Inspired Computing: Theories and Applications

DOI

2021

多干扰源下热连轧机主传动系统扭振问题研究

张义方，崔立，何成，李聪，朱小龙

《上海第二工业大学学报》

DOI

2021

Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization

Cheng He, Ran Cheng, Ye Tian, Xing-Yi Zhang, K. Tan, Yaochu Jin

IEEE Transactions on Evolutionary Computation

DOI

2021

Population Sizing of Evolutionary Large-Scale Multiobjective Optimization

Cheng He, Ran Cheng

International Conference on Evolutionary Multi-Criterion Optimization

DOI

2021

Adaptive dropout for high-dimensional expensive multiobjective optimization

Jianqing Lin, Cheng He, Ran Cheng

Complex & Intelligent Systems

DOI

2021

Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization

Jianqing Lin, Cheng He, Ran Cheng

International Conference on Evolutionary Multi-Criterion Optimization

DOI

2021

Adaptive simulated binary crossover for rotated multi-objective optimization

Linqiang Pan, Wenting Xu, Lianghao Li, Cheng He, Ran Cheng

Swarm and Evolutionary Computation

DOI

2021

Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization

Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan

International Conference on Evolutionary Multi-Criterion Optimization

DOI

2021

A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization

Zhen-Shou Song, Han-Ding Wang, Cheng He, Yaochu Jin

IEEE Transactions on Evolutionary Computation

DOI

2021

Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation

Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao

International Conference on Evolutionary Multi-Criterion Optimization

DOI

2021

Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics

Ye Tian, Xing-Yi Zhang, Cheng He, K. Tan, Yaochu Jin

Chinese journal of electronics

DOI

2021

An inverse design method for supercritical airfoil based on conditional generative models

Jing Wang, Run-Ze Li, Cheng He, Hai-Xin Chen, Ran Cheng, Chen Zhai, Miao Zhang

DOI

2020

Reformulating preferences into constraints for evolutionary multi- and many-objective optimization

Zhanglu Hou, Cheng He, Ran Cheng

Information Sciences

DOI

2020

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling

Ye Tian, Xing-Yi Zhang, Ran Cheng, Cheng He, Yaochu Jin

IEEE Transactions on Cybernetics

DOI

2020

Multimodal Image-to-Image Translation via a Single Generative Adversarial Network

Shihua Huang, Cheng He, Ran Cheng

IEEE Transactions on Artificial Intelligence

DOI

2020

A Subregion Division-Based Evolutionary Algorithm With Effective Mating Selection for Many-Objective Optimization

Linqiang Pan, Lianghao Li, Cheng He, K. Tan

IEEE Transactions on Cybernetics

DOI

2020

RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization

Cheng He, Ran Cheng, Ye Tian, Xing-Yi Zhang

IEEE Congress on Evolutionary Computation

DOI

2019

Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks

Cheng He, Shihua Huang, Ran Cheng, K. Tan, Yaochu Jin

arXiv.org

2019

A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization

Kan-Zhen Wan, Cheng He, Auraham Camacho, Ke Shang, Ran Cheng, H. Ishibuchi

IEEE Congress on Evolutionary Computation

DOI

2019

Efficient Evolutionary Deep Neural Architecture Search (NAS) by Noisy Network Morphism Mutation

Yiming Chen, Tianci Pan, Cheng He, Ran Cheng

International Conference on Bio-Inspired Computing: Theories and Applications

DOI

2019

A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization

Linqiang Pan, Cheng He, Ye Tian, Han-Ding Wang, Xing-Yi Zhang, Yaochu Jin

IEEE Transactions on Evolutionary Computation

DOI

2019

Switching ripple suppressor design of the grid-connected inverters: A perspective of many-objective optimization with constraints handling

Zhi-Xiong Zhang, Cheng He, Jie Ye, Jin-Bang Xu, Linqiang Pan

Swarm and Evolutionary Computation

DOI

2019

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation

Cheng He, Lianghao Li, Ye Tian, Xing-Yi Zhang, Ran Cheng, Yaochu Jin, Xin Yao

IEEE Transactions on Evolutionary Computation

DOI

2019

A repository of real-world datasets for data-driven evolutionary multiobjective optimization

Cheng He, Ye Tian, Han-Ding Wang, Yaochu Jin

Complex & Intelligent Systems

DOI

2019

Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover

Hao Tan, Cheng He, Dexuan Tang, Ran Cheng

International Conference on Bio-Inspired Computing: Theories and Applications

DOI

2019

Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion

Cheng He, Ran Cheng, Yaochu Jin, Xin Yao

IEEE Congress on Evolutionary Computation

DOI

2018

Model-based evolutionary algorithms: a short survey

Ran Cheng, Cheng He, Yaochu Jin, Xin Yao

Complex & Intelligent Systems

DOI

2017

A tissue P system based evolutionary algorithm for multi-objective VRPTW

Wenbo Dong, Kang Zhou, Huaqing Qi, Cheng He, Jun Zhang

Swarm and Evolutionary Computation

DOI

2017

A region division based diversity maintaining approach for many-objective optimization

Linqiang Pan, Cheng He, Ye Tian, Yansen Su, Xing-Yi Zhang

Integr. Comput. Aided Eng.

DOI

2016

A Multi-objective Optimization Algorithm Based on Tissue P System for VRPTW

Wenbo Dong, Kang Zhou, Huaqing Qi, Cheng He, Jun Zhang, Bosheng Song

International Conference on Bio-Inspired Computing: Theories and Applications

DOI

2016

An improved reference point sampling method on Pareto optimal front

Cheng He, Linqiang Pan, Hang Xu, Ye Tian, Xing-Yi Zhang

IEEE Congress on Evolutionary Computation

DOI

2015

Prognostics and Health Management of an Automated Machining Process

Cheng He, Jiaming Li, George Vachtsevanos

Mathematical Problems in Engineering

DOI

精选作品

期刊论文

基于排名散布熵的滚动直线导轨故障诊断方法

融合多尺度注意力机制的滚动直线导轨故障诊断

Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis

A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement

Guest editorial for special issue “Emerging topics in evolutionary multiobjective optimization”

A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization

A physics-information-enabled self-updating method to monitor steady-state error of capacitor voltage transformers

A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization

A Comparison of Large-Scale MOEAs with Informed Initialization for Voltage Transformer Ratio Error Estimation

多干扰源下热连轧机主传动系统扭振问题研究

Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization

Population Sizing of Evolutionary Large-Scale Multiobjective Optimization

Adaptive dropout for high-dimensional expensive multiobjective optimization

Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization

Adaptive simulated binary crossover for rotated multi-objective optimization

Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization

A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization

Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation

Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics

An inverse design method for supercritical airfoil based on conditional generative models

Reformulating preferences into constraints for evolutionary multi- and many-objective optimization

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling

Multimodal Image-to-Image Translation via a Single Generative Adversarial Network

A Subregion Division-Based Evolutionary Algorithm With Effective Mating Selection for Many-Objective Optimization

RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization

Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks

A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization

Efficient Evolutionary Deep Neural Architecture Search (NAS) by Noisy Network Morphism Mutation

A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization

Switching ripple suppressor design of the grid-connected inverters: A perspective of many-objective optimization with constraints handling

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation

A repository of real-world datasets for data-driven evolutionary multiobjective optimization

Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover

Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion

Model-based evolutionary algorithms: a short survey

A tissue P system based evolutionary algorithm for multi-objective VRPTW

A region division based diversity maintaining approach for many-objective optimization

A Multi-objective Optimization Algorithm Based on Tissue P System for VRPTW

An improved reference point sampling method on Pareto optimal front

Prognostics and Health Management of an Automated Machining Process

预印本

An Open Panoramic Aerial Robot: Airframe-Integrated Multi-Fisheye Sensing, Onboard ERP Formation, and Field Evaluation

Classification of Power Quality Disturbances Using Resnet with Channel Attention Mechanism