Title :
Some approaches to solve feedback control problems for nonlinear dynamic systems
Author :
Aida-zade, K. ; Guliyev, S.
Author_Institution :
Azerbaijan State Oil Acad., Baku, Azerbaijan
Abstract :
Optimal feedback control problems for objects described by ordinary differential equations systems on the class of zonal control functions involving uncertain information on the values of these objects´ initial conditions and parameters are investigated in the work. Zonal values of the controls are optimized in the problem considered. Formulas for the gradient of the target functional are derived. These formulas allow solving the problem numerically using efficient first order optimization methods. Results of numerical experiments carried out by the example of solution to model problems are given.
Keywords :
differential equations; feedback; gradient methods; nonlinear dynamical systems; optimal control; optimisation; uncertain systems; first order optimization methods; gradient method; nonlinear dynamic systems; optimal feedback control problems; ordinary differential equations systems; target functional; uncertain information; zonal control functions; adjoint system; continuous observations; discrete observations; feedback control; gradient of functional;
Conference_Titel :
Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
Conference_Location :
Baku
Print_ISBN :
978-1-4673-4500-2
DOI :
10.1109/ICPCI.2012.6486429