DocumentCode
3300476
Title
Clonal Selection Algorithm with Hyper Mutation and Spatial Clone Extension
Author
Jin, Zongxin ; Liu, Guangyuan ; Wen, Wanhui
Author_Institution
Fac. of Comput. & Inf. Sci., Southwest Univ., Chongqing
Volume
1
fYear
2006
fDate
Nov. 2006
Firstpage
402
Lastpage
405
Abstract
In this paper, hyper mutation and spacial clone extension to antibody was introduced to the basic clonal selection algorithm mode (BCSA) in order to overcome premature convergence and stagnation at the end stage of iterative optimization. Compared to other intelligent algorithms and the BCSA after testing several typical benchmark problems, the clonal selection algorithm with hyper mutation and spatial clone extension (HSCSA) indeed managed to improve the ability of searching the global optimum and yielded superior results
Keywords
convergence; genetic algorithms; search problems; clonal selection algorithm; hyper mutation; intelligent algorithms; iterative optimization; premature convergence; spatial clone extension; stagnation; Biology computing; Cloning; Computational and artificial intelligence; Computer networks; Convergence; Genetic mutations; Immune system; Information science; Iterative algorithms; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Security, 2006 International Conference on
Conference_Location
Guangzhou
Print_ISBN
1-4244-0605-6
Electronic_ISBN
1-4244-0605-6
Type
conf
DOI
10.1109/ICCIAS.2006.294163
Filename
4072116
Link To Document