Title of article :
Interval structure of Runge-Kutta methods for solving optimal control problems with uncertainties
Author/Authors :
Razmjooy ، Navid - Tafresh University , Ramezani ، Mehdi - Tafresh University
Pages :
17
From page :
235
To page :
251
Abstract :
In this paper, a new interval version of Runge-Kutta methods is proposed for time discretization and solving of optimal control problems (OCPs) in the presence of uncertain parameters. A new technique based on interval arithmetic is introduced to achieve the con dence bounds of the system. The proposed method is based on the new forward representation of Hukuhara interval di erence and combining it with Runge-Kutta method for solving the OCPs with interval uncertainties. To perform the proposed method on OCPs, the Lagrange multiplier method is rst applied to achieve the necessary conditions and then, using some algebraic manipulations, they are converted to an ordinary di erential equation to achieve the interval optimal solution for the considered OCP with uncertain parameters. Shooting method is also employed to cover the Runge-Kutta methods restrictions in solving the OCPs with boundary values. The simulation results are applied to some practical case studies for demonstrating the e ectiveness of the proposed method.
Keywords :
Optimal control , Interval analysis , Lagrange multiplier method , Runge , Kutta methods , Hukuhara difference , Shooting method
Journal title :
Computational Methods for Differential Equations
Serial Year :
2019
Journal title :
Computational Methods for Differential Equations
Record number :
2456902
Link To Document :
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