Subsidy-Based Control of Heterogeneous Multiagent Systems Modeled by Replicator Dynamics
| العنوان: | Subsidy-Based Control of Heterogeneous Multiagent Systems Modeled by Replicator Dynamics |
|---|---|
| المؤلفون: | Takafumi Kanazawa, Toshimitsu Ushio, Takuya Morimoto |
| المصدر: | IEEE Transactions on Automatic Control. 61:3158-3163 |
| بيانات النشر: | Institute of Electrical and Electronics Engineers (IEEE), 2016. |
| سنة النشر: | 2016 |
| مصطلحات موضوعية: | Equilibrium point, 0209 industrial biotechnology, education.field_of_study, Multi-agent system, Control (management), Stochastic game, Population, Subsidy, 02 engineering and technology, Computer Science Applications, 020901 industrial engineering & automation, Control and Systems Engineering, Complete information, Replicator equation, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Electrical and Electronic Engineering, education, Mathematical economics |
| الوصف: | We propose a subsidy-based control law of a multiagent system that consists of many selfish and heterogeneous agents under incomplete information on the criterion of each agent. The system's behavior is modeled by multipopulation replicator dynamics where the payoff functions of the populations are different from one another and correspond to the criteria of the agents who belong to the populations. In general, several equilibrium points exist in the replicator dynamics. A controller called a “government” attempts to stabilize the desirable equilibrium points of multiagent systems by offering a subsidy to the agents. A previous study assumed that the government determined the subsidy on the basis of the population that each agent belonged to. In general, however, the government cannot identify the members of each population. In this technical note, we assume that the government observes the action of each agent and determines the subsidy on the basis of the observed action profile. Then, we model the controlled behavior of the system using replicator dynamics with feedback. We derive the stabilization condition of the target equilibrium point for two special cases. |
| تدمد: | 1558-2523 0018-9286 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::1efdfba53af476743c6c1bb4765dae91 https://doi.org/10.1109/tac.2015.2504519 |
| حقوق: | CLOSED |
| رقم الأكسشن: | edsair.doi...........1efdfba53af476743c6c1bb4765dae91 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 15582523 00189286 |
|---|