DocumentCode :
638913
Title :
Verification of archive of analysis result and building block effect in Genetic Algorithm
Author :
Hyono, Takuya ; Arakawa, Mototaka
Author_Institution :
Kagawa Univ., Kagawa, Japan
fYear :
2013
fDate :
4-7 Aug. 2013
Firstpage :
1502
Lastpage :
1506
Abstract :
In this paper, we verify archive of analysis results and building block effects in Genetic Algorithms. In GA, individuals with a similar gene increase as it passes through generations. Therefore, it have a high possibility that re-analysis will be conducted. In order to solve this problem, the archive of analysis results are used. Furthermore, there is a method of using a building block as a time crunch. Although this method is seldom thought as important now, we consider that it is effective. We aim at reduction of analysis time using these two methods.
Keywords :
genetic algorithms; GA; analysis result archive verification; building block effect; genetic algorithm; similar gene; Educational institutions; Genetic algorithms; Genetics; Next generation networking; Optimization; Sociology; Statistics; Building block; Genetic Algorithm; Optimization component; archive;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2013 IEEE International Conference on
Conference_Location :
Takamatsu
Print_ISBN :
978-1-4673-5557-5
Type :
conf
DOI :
10.1109/ICMA.2013.6618136
Filename :
6618136
Link To Document :
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