The effect of the new stopping criterion on the genetic algorithm performance
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Tarih
2021
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Techno Press
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In this study, a new stopping criterion, called "backward controlled stopping criterion" (BCSC), was proposed to be used in Genetic Algorithms. In the study, the available stopping citeria; adaptive stopping citerion, evolution time, fitness threshold, fitness convergence, population convergence, gene convergence, and developed stopping criterion were applied to the following four comparison problems; high strength concrete mix design, pre-stressed precast concrete beam, travelling salesman and reinforced concrete deep beam problems. When completed the analysis, the developed stopping criterion was found to be more accomplished than available criteria, and was able to research a much larger area in the space design supplying higher fitness values.
Açıklama
Kaya, Mustafa ( Aksaray, Yazar )
Anahtar Kelimeler
Genetic Algorithm, Genetic Algorithm Operators, Stopping Criteria
Kaynak
Computers and Concrete
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
27
Sayı
1
