DocumentCode
3762774
Title
A comparative study of Differential Evolution and Simulated Annealing for order reduction of large scale systems
Author
Princy Saraswat;Girish Parmar
Author_Institution
Department of Electronics Engineering, University College of Engineering, Rajasthan Technical University, Kota, India-324010
fYear
2015
Firstpage
277
Lastpage
281
Abstract
In this paper, a comparative study of Differential Evolution (DE) and Simulated Annealing (SA) for the order reduction of large scale systems has been carried out. Order reduction is the most important field for analyzing and synthesizing the systems. In the present work, DE and SA along with dominant pole retention technique have been utilized for order reduction of system. The comparison provides the accuracy of techniques in terms of integral square error (ISE) along with time and frequency responses. Also, a comparative study of mentioned techniques with other existing techniques available in the literature has also been given in tabular form. Reduced order system approximates and preserves the stability of the original high order system.
Keywords
"Frequency synthesizers","Time-frequency analysis","Heating","Metals","Reduced order systems"
Publisher
ieee
Conference_Titel
Communication, Control and Intelligent Systems (CCIS), 2015
Type
conf
DOI
10.1109/CCIntelS.2015.7437923
Filename
7437923
Link To Document