作者
Julian Barreiro-Gomez, Germán Obando, Nicanor Quijano
发表日期
2016/2/25
期刊
IEEE Transactions on Systems, Man, and Cybernetics: Systems
卷号
47
期号
2
页码范围
304-314
出版商
IEEE
简介
Population dynamics have been widely used in the design of learning and control systems for networked engineering applications, where the information dependency among elements of the network has become a relevant issue. Classic population dynamics (e.g., replicator, logit choice, Smith, and projection) require full information to evolve to the solution (Nash equilibrium). The main reason is that classic population dynamics are deduced by assuming well-mixed populations, which limits the applications where this theory can be implemented. In this paper, we extend the concept of population dynamics for nonwell-mixed populations in order to deal with distributed information structures that are characterized by noncomplete graphs. Although the distributed population dynamics proposed in this paper use partial information, they preserve similar characteristics and properties of their classic counterpart …
引用总数
2015201620172018201920202021202220232024410151618181622145
学术搜索中的文章
J Barreiro-Gomez, G Obando, N Quijano - IEEE Transactions on Systems, Man, and Cybernetics …, 2016