Title :
Design RF diplexer by directional immune clonal selection algorithm
Author :
Wu, Qiuyi ; Jiao, Licheng ; Li, Yangyang
Author_Institution :
Key Lab. of Intell. Perception & Image, Xidian Univ., Xi´´an, China
Abstract :
Based on the clonal selection theory of the immune system, a novel optimal algorithm, called a directional immune clonal selection algorithm (DICSA), is proposed to design RF diplexer. In DICSA, antibody is proliferated and divided into a set of subpopulation groups. In the antibody´s updating, the clonal mutation is applied to avoid premature convergences. The clonal selection realizes the information communication between the subpopulation groups so as to improve the search efficiency. DICSA is applied to a practical problem, designing RF diplexer. The results show that DICSA has stable performance during the optimization process with a satisfactory result.
Keywords :
artificial immune systems; microwave devices; mobile radio; multiplexing equipment; search problems; RF microwave diplexer design; clonal mutation; directional immune clonal selection algorithm; information communication; mobile communication; optimal algorithm; search efficiency; subpopulation group; Algorithm design and analysis; Artificial immune systems; Artificial intelligence; Circuits; Design optimization; Filters; Information processing; Laboratories; Least squares methods; Radio frequency; RF diplexer; artificial immune system; computer-aided design(CAD); directional search; global optimization;
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2009.5346829