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Huachao Dong

northwestern polytechnical university

23H-index
100Paper Count
1.5KCitation Count
Published Papers 45
Publication Date
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Data-driven single-objective optimization using a reference vector guided multi-objective infill criterion and Louvain-based local search
errApplied Soft Computing
IF6.6
err2026-07-30
err0
PREAI
errXiao-Yao Han; Huachao Dong; Peng Wang; Xinjing Wang
errShare
errSave
Machine-learning-based lightweight optimization for vibration isolation of dual acoustic black hole beams
errStructures
IF4.3
err2026-05-18
err0
PREAI
errNansha Gao; Jiacheng Guo; Zhicheng Zhang; Denghui Qin; Qiaogao Huang; Huachao Dong; Mou Wang; Guang Pan
errShare
errSave
Data-Driven Multi-Task Global Optimization with Two-Stage Knowledge Transfer for Blended-Wing-Body Underwater Gliders Design
errApplied Soft Computing
IF6.6
err2026-02-24
err0
PREAI
errHuachao Dong; Jing Wang; Wenxin Wang; Jiangtao Shen
errShare
errSave
Data-driven constrained optimization using dual-surrogate collaboration and subspace exploration
errStructural and Multidisciplinary Optimization
IF4
err2025-06-18
err0
PREAI
errXiao-Yao Han; Jinglu Li; Zhiwen Wen; Peng Wang; Xinjing Wang; Wenxin Wang; Weibin Ma; Huachao Dong
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errSave
Design of pump-jet propulsor based on data-driven optimization method
errOCEAN ENGINEERING
IF5.5
err2025-05-01
err0
PREAI
errLiu, Xiaozuo; Wang, Xinjing; He, Ruixuan; Dong, Huachao; Zhang, Ze; Wang, Peng
errShare
errSave
A surrogate-assisted expensive constrained multi-objective global optimization algorithm and application
errAPPLIED SOFT COMPUTING
IF6.6
err2024-12-01
err0
PREAI
errWang, Wenxin; Dong, Huachao; Wang, Xinjing; Wang, Peng; Shen, Jiangtao; Liu, Guanghui
errShare
errSave
Cooperative defense of autonomous surface vessels with quantity disadvantage using behavior cloning and deep reinforcement learning
errAPPLIED SOFT COMPUTING
IF6.6
err2024-10-01
err2
PREAI
errSun, Siqing; Li, Tianbo; Chen, Xiao; Dong, Huachao; Wang, Xinjing
errShare
errSave
A data-driven co-evolutionary exploration algorithm for computationally expensive constrained multi-objective problems
errAPPLIED SOFT COMPUTING
IF6.6
err2024-09-01
err1
PREAI
errLong, Wenyi; Wang, Peng; Dong, Huachao; Li, Jinglu; Fu, Chongbo
errShare
errSave
Surrogate-assisted evolutionary algorithm with decomposition-based local learning for high-dimensional multi-objective optimization
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-04-01
err4
PREAI
errShen, Jiangtao; Wang, Peng; Dong, Huachao; Wang, Wenxin; Li, Jinglu
errShare
errSave
A modified evolutionary reinforcement learning for multi-agent region protection with fewer defenders
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2024-02-22
err2
errOAAI
errSun, Siqing; Dong, Huachao; Li, Tianbo
errShare
errSave
Research on Multiple-AUVs Collaborative Detection and Surrounding Attack Simulation
errSENSORS
IF3.5
err2024-01-10
err1
errOAAI
errWen, Zhiwen; Wang, Zhong; Zhou, Daming; Qin, Dezhou; Jiang, Yichen; Liu, Junchang; Dong, Huachao
errShare
errSave
Multi-objective constrained black-box optimization algorithm based on feasible region localization and performance-improvement exploration
errAPPLIED SOFT COMPUTING
IF6.6
err2023-11-01
err7
PREAI
errLi, Jinglu; Dong, Huachao; Wang, Peng; Shen, Jiangtao; Qin, Dezhou
errShare
errSave
A dual surrogate assisted evolutionary algorithm based on parallel search for expensive multi/many-objective optimization
errAPPLIED SOFT COMPUTING
IF6.6
err2023-11-01
err1
PREAI
errShen, Jiangtao; Wang, Peng; Tian, Ye; Dong, Huachao
errShare
errSave
An inverse model-guided two-stage evolutionary algorithm for multi-objective optimization
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-09-01
err7
PREAI
errShen, Jiangtao; Dong, Huachao; Wang, Peng; Li, Jinglu; Wang, Wenxin
errShare
errSave
A clustering-based surrogate-assisted evolutionary algorithm (CSMOEA) for expensive multi-objective optimization
errSOFT COMPUTING
IF2.5
err2023-04-23
err2
errOAAI
errWang, Wenxin; Dong, Huachao; Wang, Peng; Wang, Xinjing; Shen, Jiangtao
errShare
errSave
Surrogate-assisted global transfer optimization based on adaptive sampling strategy
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2023-04-01
err4
PREAI
errChen, Weixi; Dong, Huachao; Wang, Peng; Wang, Xinjing
errShare
errSave
Bi-indicator driven surrogate-assisted multi-objective evolutionary algorithms for computationally expensive problems
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2023-02-09
err1
errOAAI
errWang, Wenxin; Dong, Huachao; Wang, Peng; Shen, Jiangtao
errShare
errSave
Data-driven Harris Hawks constrained optimization for computationally expensive constrained problems
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2022-12-26
err2
errOAAI
errFu, Chongbo; Dong, Huachao; Wang, Peng; Li, Yihong
errShare
errSave
Surrogate-assisted hierarchical learning water cycle algorithm for high-dimensional expensive optimization
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2022-12-01
err10
PREAI
errChen, Caihua; Wang, Xinjing; Dong, Huachao; Wang, Peng
errShare
errSave
A constrained multi-objective optimization algorithm using an efficient global diversity strategy
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2022-09-14
err10
errOAAI
errLong, Wenyi; Dong, Huachao; Wang, Peng; Huang, Yan; Li, Jinglu; Yang, Xubo; Fu, Chongbo
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
王
王振林 (Zhong Lin Wang)
H-index: 320 · Papers: 3.9K
Y
Ye Tian
H-index: 47 · Papers: 180
J
Jie Liu
H-index: 41 · Papers: 278
N
Nansha Gao
H-index: 40 · Papers: 113
J
Junchang Liu
H-index: 35 · Papers: 165
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