报告题目:Distributed Optimization and Control of Industrial Cyber-physical Systems
报 告 人: 朱善迎 (上海交通大学 教授)
报告时间:2026年10月18日周日14:30-18:00
报告地点:S3-502
Abstract:Distributed optimization has received much attention recently due to its wide applications in industrial cyber-physical systems and multi-agent systems. Common features in these examples include the absence of a centralized center and the scattering of resources such as sensing, communication, and computation throughout the network, necessitating completely distributed algorithms. However, the vulnerability nature of wireless communications may result in noisy communication links and/or privacy concerns, which make the algorithm design and analysis quite challenging. In this talk, I will introduce several distributed methods that can ensure convergence against noise or guarantee differential privacy. Tradeoffs among differential privacy, convergence accuracy, and robustness are characterized. Application to industrial cyber-physical systems will also be discussed.
个人简介:
朱善迎,上海交通大学教授,博导,工业过程自动化国家工程研究中心副主任。主要研究领域工业互联网与工业软件等。主持国家重点研发计划项目、国自然优青/面上项目等10余项。研究成果获国家自然科学二等奖、教育部自然科学一等奖、上海市技术发明一等奖等8项。担任IEEE TII、IEEE TICPS、JAI等多个国内外期刊的编委以及多个国际会议的TPC/IPC成员、Invited Session/Local Arrangement/Publicity/Track Co-Chair等。现为IEEE工业信息学技术委员会委员、全国工业过程测量控制和自动化标准化技术委员会委员、中国自动化学会工业物联网技术与应用专委会委员等。
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