Title :
Mean field team decision problems for Markov jump multiagent systems
Author :
Wang, Bing-Chang
Author_Institution :
School of Control Science and Engineering, Shandong University, Jinan, 250061, P.R. China
Abstract :
This paper studies the mean field team decision problem for multiagent systems with Markov jump parameters and coupled indices. By analyzing the centralized strategy of the team problem, we get a parameterized equation. Then by solving an optimal control problem in the augmented state space, we obtain the consistency equation, from which a set of distributed strategies is designed. By constructing the Lypunov function, we show that the closed-loop system is uniformly stable, and the set of distributed strategies is team-optimal.
Keywords :
Aerospace electronics; Biological system modeling; Closed loop systems; Indexes; Markov processes; Mathematical model; Optimal control; Markov jump system; Team decision problem; distributed strategy; mean field control;
Conference_Titel :
Control Conference (CCC), 2015 34th Chinese
Conference_Location :
Hangzhou, China
DOI :
10.1109/ChiCC.2015.7259915