Solving the Hamilton-Jacobi-Bellman equation using Adomian decomposition method

被引:23
|
作者
Fakharian, A. [2 ]
Beheshti, M. T. Hamidi [2 ]
Davari, A. [1 ]
机构
[1] Univ Isfahan, Dept Math, Esfahan 8174673441, Iran
[2] Tarbiat Modares Univ, Control Grp, Dept Elect Engn, Fac Engn, Tehran, Iran
关键词
Adomian decomposition method; ADM; Riccati differential equation; optimal control; Hamilton-Jacobi-Bellman equation; HJB; DIFFERENTIAL-EQUATIONS; RECURSIVE APPROACH; CONVERGENCE; OPERATORS;
D O I
10.1080/00207160902785610
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The aim of this research is to solve the Hamilton-Jacobi-Bellman equation (HJB) arising in nonlinear optimal problem using Adomian decomposition method. First Riccati equation with matrix variable coefficients, arising in linear optimal and robust control approach, is considered. By using the Adomian method, we consider an analytical approximation of the solution of nonlinear differential Riccati equation. An application in optimal control is presented. The solution in different order of approximations and different methods of approximation will be compared with respect to accuracy. Then the HJB equation, obtained in nonlinear optimal approach, is considered and an analytical approximation of the solution of it, using Adomian method, is presented.
引用
收藏
页码:2769 / 2785
页数:17
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