Title :
Model reduction of uncertain interval systems using genetic algorithms
Author :
Hsu, Chen-Chien ; Yu, Chih-Hua
Author_Institution :
Dept. of Electron. Eng., St. John´´s & St. Mary´´s Inst. of Technol., Taipei, Taiwan
Abstract :
A GA-based approach is presented to derive a reduced model for a high-order interval system. To search for the optimal reduced model, we construct an aggregated error of the Bode envelopes between the original and reduced systems, subsequently minimized by a genetic algorithm. Impulse response energy of the interval systems is obtained to evaluate the performance of the reduced models.
Keywords :
Bode diagrams; genetic algorithms; reduced order systems; robust control; transient response; uncertain systems; Bode envelope; genetic algorithm; high-order interval system; impulse response energy; minimization; model reduction; robust control; transient response; uncertain interval system;
Conference_Titel :
SICE 2004 Annual Conference
Conference_Location :
Sapporo
Print_ISBN :
4-907764-22-7