DocumentCode :
728198
Title :
Optimization of a class of nonlinear switched systems with fixed-levels control inputs
Author :
Azhmyakov, Vadim ; Cabrera Martinez, Javier ; Poznyak, Alexander ; Rodriguez Serrezuela, Ruthber
Author_Institution :
Fac. of Electron., Biomed. Eng. & Mechatron., Univ. of Antonio Narino, Neiva, Colombia
fYear :
2015
fDate :
1-3 July 2015
Firstpage :
1770
Lastpage :
1775
Abstract :
This paper is devoted to a consistent numerical method for Optimal Control Problems (OCPs) associated with a specific class of nonlinear systems. We study dynamic models equipped with the piecewise constant (fixed-level) control inputs. The presented formalism also includes some switched dynamic models. We develop an implementable control algorithm for the above-mentioned classes of switched-type OCPs, study convexity characteristics and discuss some key properties of the proposed numeric scheme. We also consider a computational example. The computational scheme we propose is based on the Armijo-type projected gradient methodology.
Keywords :
gradient methods; nonlinear control systems; optimal control; optimisation; switching systems (control); Armijo-type projected gradient methodology; convexity characteristics; fixed-levels control inputs; implementable control algorithm; nonlinear switched systems; numerical method; optimal control problems; optimization; piecewise constant fixed-level control inputs; switched dynamic models; switched-type OCPs; Convergence; Convolution; Gradient methods; Optimal control; Switches;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
Type :
conf
DOI :
10.1109/ACC.2015.7170989
Filename :
7170989
Link To Document :
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