1. Solving optimal control problems using the Picard’s iteration method
- Author
-
Abderrahmane Akkouche and Mohamed Aidene
- Subjects
0209 industrial biotechnology ,Series (mathematics) ,Iterative method ,Nonlinear optimal control ,02 engineering and technology ,Management Science and Operations Research ,Optimal control ,01 natural sciences ,010305 fluids & plasmas ,Computer Science Applications ,Theoretical Computer Science ,Pontryagin's minimum principle ,020901 industrial engineering & automation ,Quadratic equation ,Ordinary differential equation ,0103 physical sciences ,Optimal trajectory ,Applied mathematics ,Mathematics - Abstract
In this paper, the Picard’s iteration method is proposed to obtain an approximate analytical solution for linear and nonlinear optimal control problems with quadratic objective functional. It consists in deriving the necessary optimality conditions using the minimum principle of Pontryagin, which result in a two-point-boundary-value-problem (TPBVP). By applying the Picard’s iteration method to the resulting TPBVP, the optimal control law and the optimal trajectory are obtained in the form of a truncated series. The efficiency of the proposed technique for handling optimal control problems is illustrated by four numerical examples, and comparison with other methods is made.
- Published
- 2020