田红军｜上海海洋大学｜学者主页

2026

An Efficient Two‐Stage Robust Multiobjective Optimization Algorithm With Application to the Carbonization Process

Shanshan Yang, Anqi Pan, Hongjun Tian, Xue Feng

Concurrency and Computation Practice and Experience

2026

System-Level Optimization of AUV Swarm Control and Perception: An Energy-Aware Federated Meta-Transfer Learning Framework with Digital Twin Validation

Zinan Nie, Hongjun Tian, Yijie Yin, Yu-Han Zhou, Wei Li, Yang Xiong, Yi-Chen Wang, Zitong Zhang, Yang Yang, Dongxiao Xie, Manlin Wang, Shijie Huang

Journal of Marine Science and Engineering

DOI

2026

Bridging Symmetric Dynamics and Asymmetric Semantic Objectives: Runtime-Assured Predictive Safety Control for Autonomous Surface Vehicles

Manlin Wang, Hongjun Tian, Mao-Yuan Sun, Yu-Han Zhou, Shuai Huang, Jing-Wen Zeng, Yang Xiong, Yi-Cheng Li, Yi-Chen Wang, Yijie Yin, Xiaoyin Guo, Jiani Wu, Jiesen Zhang, Ying Tang

Symmetry

DOI

2026

UAV Flight and Deployment Strategies Based on a Cooperative-Guidance and Global- Perturbation Particle Swarm Optimization Algorithm

Mengshi Ma, Hongjun Tian, Tao Zhu, Gui-Jie Liu

Textile & Leather Review

DOI

2025

Synergistic Hierarchical AI Framework for USV Navigation: Closing the Loop Between Swin-Transformer Perception, T-ASTAR Planning, and Energy-Aware TD3 Control

Haonan Ye, Hongjun Tian, Qingyun Wu, Yihong Xue, Jiayu Xiao, Gui-Jie Liu, Yang Xiong

Italian National Conference on Sensors

DOI

2025

Evolving Collective Intelligence for Unmanned Marine Vehicle Swarms: A Federated Meta-Learning Framework for Cross-Fleet Planning and Control

Yuhan Ye, Hongjun Tian, Yijie Yin, Yu-Han Zhou, Yang Xiong, Zi Wang, Yaojiang Liu, Zinan Nie, Zitong Zhang, Yi-Chen Wang, Jing-Yu Sun

Journal of Marine Science and Engineering

DOI

2025

Spatiotemporal Meta-Reinforcement Learning for Multi-USV Adversarial Games Using a Hybrid GAT-Transformer

Yang Xiong, Shang-Wen Wang, Hongjun Tian, Gui-Jie Liu, Zihao Shan, Yijie Yin, Jun Tao, Haonan Ye, Ying Tang

Journal of Marine Science and Engineering

DOI

2020

基于多目标进化算法混合框架的MOEA/D算法

田红军，汪镭，吴启迪

《系统仿真学报》

DOI

2017

一种求解多目标优化问题的进化算法混合框架

田红军，汪镭，吴启迪

《控制与决策》

DOI

田红军

精选作品

期刊论文

An Efficient Two‐Stage Robust Multiobjective Optimization Algorithm With Application to the Carbonization Process

System-Level Optimization of AUV Swarm Control and Perception: An Energy-Aware Federated Meta-Transfer Learning Framework with Digital Twin Validation

Bridging Symmetric Dynamics and Asymmetric Semantic Objectives: Runtime-Assured Predictive Safety Control for Autonomous Surface Vehicles

UAV Flight and Deployment Strategies Based on a Cooperative-Guidance and Global- Perturbation Particle Swarm Optimization Algorithm

Synergistic Hierarchical AI Framework for USV Navigation: Closing the Loop Between Swin-Transformer Perception, T-ASTAR Planning, and Energy-Aware TD3 Control

Evolving Collective Intelligence for Unmanned Marine Vehicle Swarms: A Federated Meta-Learning Framework for Cross-Fleet Planning and Control

Spatiotemporal Meta-Reinforcement Learning for Multi-USV Adversarial Games Using a Hybrid GAT-Transformer

基于多目标进化算法混合框架的MOEA/D算法

一种求解多目标优化问题的进化算法混合框架

研究方向