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
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