DocumentCode
2619086
Title
Hierarchical optimization of complex systems with changing criterion functions
Author
Krumov, Assen V.
Author_Institution
Higher Sch. of Transp., Sofia
fYear
2008
fDate
25-27 June 2008
Firstpage
210
Lastpage
214
Abstract
In the paper a hierarchical optimization method for complex systems, including control systems , characterized with replacement of the nonlinear global criterion function F(x,y) with a simpler and faster for calculation one - Psi (x,y) (unidirectional with F(x,y) ) for a subset of variable parameters in the second hierarchical level is suggested. A definition of unidirectional functions is proposed. The described method is convergent if the criterion functions Psi (x,y) , F(x,y) are unidirectional, which is proven with theorem. Two examples are given, one of them on the control of induction motors.
Keywords
functions; large-scale systems; nonlinear control systems; optimisation; set theory; complex system; hierarchical optimization method; nonlinear global criterion function; unidirectional function; variable parameter subset; Application software; Automatic control; Automation; Control systems; Gradient methods; Induction motors; Large-scale systems; Multidimensional systems; Nonlinear control systems; Optimization methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation, 2008 16th Mediterranean Conference on
Conference_Location
Ajaccio
Print_ISBN
978-1-4244-2504-4
Electronic_ISBN
978-1-4244-2505-1
Type
conf
DOI
10.1109/MED.2008.4602163
Filename
4602163
Link To Document