二、主要研究领域及学术成就: 主要研究方向为智能决策与智能控制理论、智慧医疗等,发表SCI检索论文70余篇,近年主持科研项目如下: 1. 国家自然科学基金面上项目(2024.1-2027.12),面向智慧城市应急管理的整数规划快速计算方法研究; 2. 国家自然科学基金青年项目(2019.1-2021.12),建筑群分布式能源系统的高维纳什均衡策略快速计算方法研究; 3. 2023年水利部重大科技项目“智能泵站关键技术研究与应用”,课题负责人; 4. 2023年国家科学技术学术著作出版基金项目“Markov切换随机系统的稳定性分析及控制”,项目负责人。 |
三、代表性科研成果: [1] Integer Optimization and Its Computation in Emergency Management, Elsevier, 2023.(专著) [2] Distributed Prescribed-Time Formation Control for Underactuated Surface Vehicleswith Input Saturation: Theory and Experiment, IEEE Transactions on Intelligent Transportation Systems, 25(11), 18611-18623, 2024. [3] A Deterministic Annealing Neural Network Algorithm for the Minimum Concave Cost Transportation Problem, IEEE Transactions on Neural Networks and Learning Systems, 31(10), pp.4354-4366, 2020. [4] An Approximation Algorithm for Graph Partitioning via Deterministic Annealing Neural Network, Neural Networks, 117, pp.191-200, 2019. [5] A distributed dynamic event-triggered mechanism to HMM-based observer design for H∞ sliding mode control of Markov jump systems, Automatica, 142: 110357, 2022. |