Functional Role of Synchronization:A Mean-Field Control Perspective  

作　　者：MEHTA Prashant MEYN Sean 

机构地区：[1]University of Illinois at Urbana-Champaign,Urbana IL 61801,USA [2]University of Florida at Gainesville,Florida 32611,USA

出　　处：《Journal of Systems Science & Complexity》2025年第1期313-337,共25页系统科学与复杂性学报(英文版)

基　　金：supported by AFOSR under Grant No.FA9550-23-1-0060;NSF under Grant Nos.2336137(Mehta)and 2306023(Meyn).

摘　　要：The broad goal of the research surveyed in this article is to develop methods for understanding the aggregate behavior of interconnected dynamical systems,as found in mathematical physics,neuroscience,economics,power systems and neural networks.Questions concern prediction of emergent(often unanticipated)phenomena,methods to formulate distributed control schemes to influence this behavior,and these topics prompt many other questions in the domain of learning.The area of mean field games,pioneered by Peter Caines,are well suited to addressing these topics.The approach is surveyed in the present paper within the context of controlled coupled oscillators.

关 键 词：Coupled oscillators feedback particle filter interacting particle systems mean-field games SYNCHRONIZATION 

分 类 号：O17[理学—数学]