DocumentCode
2557759
Title
Parameter self-adaptive Differential Evolution algorithm with Secondary population
Author
Guo, Peng ; Li, Naixiang ; Liu, Tonghai
Author_Institution
Dept. of Comput. Sci. & Inf. Eng., Tianjin Agric. Univ., Tianjin, China
fYear
2012
fDate
29-31 May 2012
Firstpage
683
Lastpage
687
Abstract
A self adaptive Differential Evolution algorithm with Secondary population is proposed. In selection, unselected individuals are put into secondary population, individuals in main population and secondary population evolve simultaneously and selections happen among individuals from main population, secondary population and parental individuals. Parameters self adaptations happen according to comparisons among fitness of children and their parents. Experimental results of benchmark functions show high performance of our approach.
Keywords
evolutionary computation; benchmark function; differential evolution; parameter self-adaptation; secondary population; Benchmark testing; Convergence; Educational institutions; Fuzzy logic; Optimization; Standards; Vectors; Benchmark Function; Differential Evolution; Parameters Self Adaptation; Secondary Population;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation (ICNC), 2012 Eighth International Conference on
Conference_Location
Chongqing
ISSN
2157-9555
Print_ISBN
978-1-4577-2130-4
Type
conf
DOI
10.1109/ICNC.2012.6234586
Filename
6234586
Link To Document