DocumentCode
3448193
Title
Adaptive population disappear of genetic algorithm and its application
Author
Tanggong, Chen ; Youhua, Wang
Author_Institution
Hebei Univ. of Technol., Tianjin, China
fYear
2004
fDate
1-4 Nov. 2004
Firstpage
145
Lastpage
148
Abstract
In this work, the adaptive population disappearance algorithm is expounded and its character is discussed, based on an analysis of the reason for the cause of the premature convergence in the genetic algorithm, and, it is enlightened by the phenomenon of mutation and disaster in the biological evolution process. Emulation proved that this algorithm can improve the population´s distribution and enhance the ability of the integer convergence.
Keywords
adaptive systems; convergence; genetic algorithms; adaptive population disappearance algorithm; biological evolution process; disaster; genetic algorithm premature convergence; integer convergence; mutation; population distribution; population diversity; Algorithm design and analysis; Cities and towns; Convergence; Emulation; Evolution (biology); Genetic algorithms; Genetic mutations; Machine learning; Machine learning algorithms; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Electromagnetics and Its Applications, 2004. Proceedings. ICCEA 2004. 2004 3rd International Conference on
Print_ISBN
0-7803-8562-4
Type
conf
DOI
10.1109/ICCEA.2004.1459311
Filename
1459311
Link To Document