DocumentCode :
2096537
Title :
Two-dimensional analysis of an algorithm for determining the optimal control of non-linear differential algebraic equation systems
Author :
Roberts, P.D.
Author_Institution :
Control Eng. Res. Centre, City Univ., London, UK
Volume :
4
fYear :
2002
fDate :
2002
Firstpage :
2915
Abstract :
Nonlinear optimal control problems usually require solution using iterative procedures and, hence, they fall naturally in the realm of 2D systems where the two dimensions are response time horizon and iteration index, respectively. The paper employs 2D systems theory, in the form of unit memory repetitive process techniques, to analyse local stability behaviour of an algorithm, based on integrated system optimisation and parameter estimation, for solving continuous nonlinear dynamic optimal control problems where the system is described by a combination of differential and algebraic equations. It is shown that 2D systems theory can be usefully applied to analyse the properties of the algorithm.
Keywords :
control system analysis; differential equations; iterative methods; multidimensional systems; nonlinear control systems; optimal control; parameter estimation; stability; 2D analysis; 2D systems; algebraic equations; continuous nonlinear dynamic optimal control problems; differential equations; integrated system optimisation; iteration index; iterative procedures; nonlinear differential algebraic equation systems; nonlinear optimal control; optimal control analysis; parameter estimation; response time horizon; Algorithm design and analysis; Delay; Differential algebraic equations; Iterative algorithms; Nonlinear dynamical systems; Nonlinear equations; Optimal control; Parameter estimation; Stability analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
ISSN :
0743-1619
Print_ISBN :
0-7803-7298-0
Type :
conf
DOI :
10.1109/ACC.2002.1025233
Filename :
1025233
Link To Document :
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