Title :
A stop criteria for genetic algorithms applied to distributed CA-CFAR radar systems
Author :
Temel, Özlem Esen ; Üner, Mücahit Kani
Author_Institution :
Aselsan A.S., Ankara
Abstract :
Search space is an infinite set in decimal genetic algorithms (GA). In optimization problems where decimal genetic algorithms are used, the stop criteria such as the maximum number of iterations or cost function having no more difference than a specified value may not guarantee that the computed solution is equal to the real solution. The proposed stop criteria has been applied to the problem of distributed CA-CFAR radar systems and it has been observed that the computed solution is equal to the real solution.
Keywords :
genetic algorithms; radar applications; decimal genetic algorithms; distributed CA-CFAR radar systems; search space; stop criteria; Cost function; Distributed computing; Gaussian processes; Genetic algorithms; Medical services; Radar; Reactive power;
Conference_Titel :
Signal Processing, Communication and Applications Conference, 2008. SIU 2008. IEEE 16th
Conference_Location :
Aydin
Print_ISBN :
978-1-4244-1998-2
Electronic_ISBN :
978-1-4244-1999-9
DOI :
10.1109/SIU.2008.4632734