Title :
Differential games for time-varying discrete-time stochastic systems with multiplicative noise
Author :
Sun Huiying ; Han Yuemin ; Tian Dongzuo ; Zhang Weihai
Author_Institution :
Coll. of Inf. & Electr. Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
Abstract :
In this paper, we consider the differential games for time-varying discrete-time stochastic systems with multiplicative noise in finite-time horizon. We give the optimal strategies (Nash equilibrium strategies) and the optimal cost values for the stochastic differential games. It is presented that the stochastic differential games are associated with four coupled generalized algebraic Riccati equations. Furthermore, an iterative algorithm is proposed to solve the four coupled equations and an example is presented to illustrate the effectiveness of the iterative algorithm.
Keywords :
Riccati equations; discrete time systems; game theory; iterative methods; stochastic systems; Nash equilibrium strategies; coupled generalized algebraic Riccati equations; finite-time horizon; iterative algorithm; multiplicative noise; optimal cost values; stochastic differential games; time-varying discrete-time stochastic systems; Equations; Games; Iterative methods; Mathematical model; Noise; Stochastic systems; Time-varying systems; Generalized algebraic Riccati equations; Stochastic differential games; Time-varying discrete-time systems;
Conference_Titel :
Control Conference (CCC), 2013 32nd Chinese
Conference_Location :
Xi´an