Performance Comparison of Different Optimization Methods under the Same Conditions
Küçük Resim Yok
Tarih
2018
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Ieee
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
There are many probing solutions in the literature. Optimization methods performances are compared and the best one is chosen and the problem is executed on it. In this study, Benchmark functions consisting of simple mathematical functions are used and it is aimed to use same media, same method, same starting population and same problem to get the most accurate result. Optimization algorithms Genetic Algorithm (GA), Differential Evolution Algorithm (DGA), Ant Colony (ACR), Artificial Atom Algorithm (A(3)) and Clonal Selection Algorithm (CLONALG) was used. Performance measures of these optimization algorithms are calculated on three different benchmarking algorithms.
Açıklama
International Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 28-30, 2018 -- Inonu Univ, Malatya, TURKEY
Anahtar Kelimeler
GA, DGA, ACOR, A(3), CLONALG
Kaynak
2018 International Conference on Artificial Intelligence and Data Processing (Idap)
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
