Huachao Dong

Northwestern Polytechnical University — China

Computer Science · Physical Sciences

23h-index1.4kcitations98works2.32yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(52), Metaheuristic Optimization Algorithms Research(43), Underwater Vehicles and Communication Systems(25), Robotic Path Planning Algorithms(12), Optimal Experimental Design Methods(12)

Publications98 total

Model-Based System Multidisciplinary Design Optimization for Preliminary Design of a Blended Wing-Body Underwater Glider
China Ocean Engineering·2025
Data-driven multidisciplinary and multi-objective optimization with a cooperative constraint-handling mechanism
Engineering Optimization·2025· 1 cited
Dual surrogate-based optimization for expensive black-box multimodal problems using Louvain-identified niches for automatic space reduction
Structural and Multidisciplinary Optimization·2025
Data-driven constrained optimization using dual-surrogate collaboration and subspace exploration
Structural and Multidisciplinary Optimization·2025
Data-driven multi-phase constrained optimization based on multi-surrogate collaboration mechanism and space reduction strategy
Applied Soft Computing·2025· 1 cited
Physical system modeling and optimized control strategy of 6-DOF vessel motion simulator based on MBD and LBM
Ocean Engineering·2025· 1 cited
Benchmark Functions for Data-Driven Optimization Methods
2025
Knowledge-guided global optimization for expensive and black-box constrained multi-objective engineering design problems
Applied Soft Computing·2025· 3 cited
Design of pump-jet propulsor based on data-driven optimization method
Ocean Engineering·2025· 1 cited
Adaptive knowledge transfer based on machine learning method for evolutionary multitasking optimization
Information Sciences·2025· 3 cited
Deep Reinforcement Learning-Based Decision-Making for Autonomous Docking of Underwater Vehicles
IFAC-PapersOnLine·2025Open Access
Gust Estimation and Rejection for Underwater Craft with Morphing Control Surfaces
2025Open Access
A surrogate-assisted expensive constrained multi-objective global optimization algorithm and application
Applied Soft Computing·2024· 1 cited
Cooperative defense of autonomous surface vessels with quantity disadvantage using behavior cloning and deep reinforcement learning
Applied Soft Computing·2024· 9 cited
Surrogate-Assisted Adaptive Knowledge Transfer for Expensive Multitasking Optimization
2024· 2 cited
A data-driven co-evolutionary exploration algorithm for computationally expensive constrained multi-objective problems
Applied Soft Computing·2024· 10 cited
A multidisciplinary collaborative design approach for blended-wing-body underwater glider
Ocean Engineering·2024· 7 cited
A modified evolutionary reinforcement learning for multi-agent region protection with fewer defenders
Complex & Intelligent Systems·2024· 4 citedOpen Access
Research on Multiple-AUVs Collaborative Detection and Surrounding Attack Simulation
Sensors·2024· 3 citedOpen Access
Data-Driven Discrete Global Optimization Using an Information Mining Strategy for Costly Black-Box Problems
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

Peng Wang(42), Baowei Song(17), Jinglu Li(13), Jiangtao Shen(10), Xinjing Wang(8), Siqing Sun(7), Zuomin Dong(6), Chengshan Li(5), Chongbo Fu(4), Caihua Chen(4), Xiao Chen(4), Tianbo Li(4), Xinkai Yu(2), Shuai Huang(2), Baowei Song(2), Chen Xu(2), Wenyi Long(2), Wenxin Wang(2), Liang Zhao(1), Peng Wang(1)