Genetic Transfer Learning
Yükleniyor...
Dosyalar
Tarih
2010
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
PERGAMON-ELSEVIER SCIENCE LTD
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
Transfer learning is a method which aims to improve "related" tasks performance. Transfer learning tries to use information gained from related tasks solutions to improve performance of learning strategy. Transfer learning addresses the problem of how to utilize plenty of labeled data in a source domain to solve related but different problems in a target domain, even when the training and testing problems have different distributions or features (Pan, Kwok, & Yang, 2008). In this paper we have used transfer learning to improve performance of genetic algorithms.
Açıklama
Anahtar Kelimeler
Transfer Learning, Genetic Algorithms, Learning to Learn
Kaynak
Expert Systems With Applications
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
37
Sayı
10
Künye
Koçer, B., Arslan, A., (2010). Genetic Transfer Learning. Expert Systems with Applications, 37(10), 6997-7002.
DOI:10.1016/j.eswa.2010.03.019
