Title :
Identification of a quadratic performance index in multi-agent network
Author :
Shibata, Kazuaki ; Kojima, Chiaki ; Tsumura, Koji
Author_Institution :
Dept. of Inf. Phys. & Comput., Univ. of Tokyo, Tokyo, Japan
Abstract :
In optimal control of a multi-agent network, each agent communicates their internal informations with the other agents and makes a decision on its behavior based on its local performance index. Moreover, those agents also may optimize another performance index for the whole network system. In order to realize a good welfare of the whole system, it is necessary to know those performance indices for the governor of the system. In this paper, we propose an identification method with the input and output data to estimate the performance index in quadratic form.
Keywords :
decision making; game theory; identification; multi-agent systems; multi-robot systems; optimal control; quadratic programming; cooperative distributed optimization; decision making; multiagent network; optimal control; performance index estimation; potential games; quadratic performance index identification; Energy management; Equations; Games; Indexes; Optimal control; Performance analysis; Power distribution; distributed control; multi-agent system; optimal control; system identification;
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
Print_ISBN :
978-1-4673-2259-1