学　术

　　人力资源部教师发展中心“名师讲堂”活动特别邀请到香港城市大学王钧教授做线上学术交流。具体安排如下，欢迎广大师生参加。

　　一、主　题：协同神经动力学优化的进展

　　二、主讲人：香港城市大学　王钧　教授

　　三、时　间：2021年12月16日（周四）14:00-15:30

　　四、参会方式：腾讯会议  会议ID：510 808 947

　　五、主讲内容：

　　The past three decades witnessed the birth and growth of neurodynamic optimization which has emerged as a potentially powerful problem-solving tool for constrained optimization due to its inherent nature of biological plausibility and parallel and distributed information processing. Despite the success, almost all existing neurodynamic approaches work well only for optimization problems with generalized convex functions. Effective neurodynamic approaches to optimization problems with nonconvex functions and discrete variables are rarely available. In this talk, collaborative neurodynamic optimization approaches will be presented. In the collaborative neurodynamic optimization framework, multiple neurodynamic optimization models with diversified initial states are employed for scatter local search in parallel and a meta-heuristic rule (such as PSO) is used to reposition neuronal states upon their local convergence to escape local minima and move toward global optimal solutions. The efficacy of the proposed approaches will be substantiated with experimental results for, nonnegative matrix factorization, supervised learning, vehicle-task assignment, and portfolio selection, etc. 

　　六、主讲人简介：

　　Jun Wang is the Chair Professor Computational Intelligence in the Department of Computer Science and School of Data Science at City University of Hong Kong. He is an IEEE Life Fellow, IAPR Fellow, CAAI Fellow, and a foreign member of Academia Europaea (The Academy of Europe). His current research interests include neural networks and their applications. He published over 270 journal papers, 15 book chapters, 11 edited books, and numerous conference papers in these areas. He was a Distinguished Lecturer of the IEEE Computational Intelligence Society (CIS) and the IEEE Systems, Man and Cybernetics Society (SMCS). He is a recipient of the APNNA Outstanding Achievement Award, IEEE CIS Neural Networks Pioneer Award, CAAI Wu Wenjun AI Science and Technology Achievement Award, and IEEE SMCS Norbert Wiener Award and Outstanding Contribution Award, among other distinctions. He was the Editor-in-Chief of the IEEE Transactions on Cybernetics (2014-2019) and served as an Associate Editor of the IEEE Transactions on Neural Networks, IEEE Transactions on Cybernetics and its predecessor, and IEEE Transactions on Systems, Man, and Cybernetics: Part C, as a member of the editorial board of Neural Networks, editorial advisory board of International Journal of Neural Systems. He was an organizer of many international conferences such as the General Chair of the 13th/25th International Conference on Neural Information Processing (2006/2018), the 2008 IEEE World Congress on Computational Intelligence, and a Program Chair of the 2012 IEEE International Conference on Systems, Man, and Cybernetics.　     

　　七、主办单位：人力资源部教师发展中心

　　　　承办单位：自动化工程学院

　　　　　　　　　　　　　　　　　　　　　　　　　　人力资源部教师发展中心

　　　　　　　　　　　　　　　　　　　　　　　　　　　　2021年12月13日