Name of Research Group:多目标优化算法研究生团队
Description of Research Group:以在读学术硕士生为主体,团队主要成员包括 何青芮(博士生)等人。已在Computational Optimization and Applications、Optimization Methods and Software、Numerical Algorithms发表学术论文;获评2023年第九届中国运筹学会数学规划分会研究生论坛优秀报告;获批2024年重庆市研究生科研创新项目。 代表性论文: 【1】Q.R. He, C.R. Chen*, S.J. Li: Spectral conjugate gradient methods for vector optimization problems. Computational Optimization and Applications, 86(2): 457-489, 2023. https://doi.org/10.1007/s10589-023-00508-w 【2】Q.R. He, S.J. Li, B.Y. Zhang, C.R. Chen*: A family of conjugate gradient methods with guaranteed positiveness and descent for vector optimization. Computational Optimization and Applications, 89(3): 805-842, 2024. https://doi.org/10.1007/s10589-024-00609-0 【3】B.Y. Zhang, Q.R. He, C.R. Chen*, S.J. Li, M.H. Li: The Dai-Liao-type conjugate gradient methods for solving vector optimization problems. Optimization Methods and Software, 40(1): 157-191, 2025. https://doi.org/10.1080/10556788.2024.2380697 【4】Q.R. He, S.J. Li, M.H. Li, C.R. Chen*: A nonlinear conjugate gradient algorithm for multiobjective optimization: multiple hybrid search direction and global rates. Computational Optimization and Applications, 2025. https://doi.org/10.1007/s10589-025-00747-z 【5】Q.R. He, S.J. Li, C.R. Chen*: The convergence properties of nonlinear conjugate gradient methods with safeguarded directions for vector optimization problems. Numerical Algorithms, 2026. https://doi.org/10.1007/s11075-025-02308-1