Yıl 2017, Cilt 2, Sayı 1, Sayfalar 10 - 14 2017-06-01

Differential Evolution Algorithm and Its Variants
Differential Evolution Algorithm and Its Variants

Ali KARCI [1]

111 549

Differential evolution (DE) is a popular population-based stochastic meta-heuristic method. There are many meta-heuristic methods with different names such as League Championship Algorithm, Artificial Bee Algorithm, Bee Swarm Optimization, Cat Swarm Optimization, Differential Search, Goose Optimization Algorithm. In this paper, the similarities of all these methods were discussed.
Differential evolution (DE) is a popular population-based stochastic meta-heuristic method. There are many meta-heuristic methods with different names such as League Championship Algorithm, Artificial Bee Algorithm, Bee Swarm Optimization, Cat Swarm Optimization, Differential Search, Goose Optimization Algorithm. In this paper, the similarities of all these methods were discussed.
  • [1] A. Karcı, “Saplings sowing and growing up algorithm convergence properties”,INISTA 2007 International Symposium on Innovations in Intelligent Systems and Applications, pp.322-326, 2007.
  • [2] A. Karcı, A. Arslan, “Uniform Population in Genetic Algorithms”, Journal of Electrical and Electronics, Vol.2, pp.495-504, 2002.
  • [3] S. Łukasik, S. Zak, “Firefly algorithm for continuous constrained optimization tasks”, In Computational Collective Intelligence. Semantic Web, Social Networks and MultiagentSystems, LNCS, Vol. 5796, pp. 97–106, 2009.
  • [4] M. Canayaz, A. Karcı, “Cricket behaviour based evolutionary computation technique in solving engineering optimization problems”, Applied Intelligence, Vol.44, pp.362-376., 2016.
  • [5] R.Storn, K.Price, “Heuristic for global optimization over continuous spaces”, Journal of Global Optimization, Vol.11, pp.341-359, 1995.
  • [6] A.H. Kashan, “League Championship Algorithm (LCA): An algorithm for global optimization inspired by sport championships”, Applied Soft Computing, Vol.16, pp.171-200, 2014.
  • [7] D.Karaboğa, B.Baştürk, “A powerful and efficient algorithm for numerical function ptimization: artificial bee colony (ABC) algorithm”, Journal of Global Optimization, Vol.39, pp.459-471, 2007.
  • [8] R.Akbari, A.Mohammadi, K.Ziarati, “A powerful bee swarm optimization algorithm”, In 13th International Multitopic Conference (INMIC), pp.1-6, 2009.
  • [9] S.C. Chu, O.W. Tsai, "Computational intelligence based on the behavior of cats", International Journal of Innovative Computing, Information and Control, Vol.3, pp.163-173, 2007.
  • [10] P. Civicioğlu, " Transforming geocentric cartesian coordinates to geodetic coordinates by using differential search algorithm", Computers and Geosciences, Vol.46, pp.229-247, 2012.
  • [11] J.Y. Liu, M.Z.Guo, C.Deng, “G. Hagler, “Geese PSO: An efficient improvement to particle swarm optimization”, Computer Science, Vol.33, pp.166-168, 2006.
Konular
Dergi Bölümü PAPERS
Yazarlar

Yazar: Ali KARCI
Kurum: İnönü University
Ülke: Turkey


Bibtex @araştırma makalesi { bbd333816, journal = {Anatolian Science - Bilgisayar Bilimleri Dergisi}, issn = {2548-1304}, address = {Ali Karcı}, year = {2017}, volume = {2}, pages = {10 - 14}, doi = {}, title = {Differential Evolution Algorithm and Its Variants}, key = {cite}, author = {KARCI, Ali} }
APA KARCI, A . (2017). Differential Evolution Algorithm and Its Variants. Anatolian Science - Bilgisayar Bilimleri Dergisi, 2 (1), 10-14. Retrieved from http://dergipark.gov.tr/bbd/issue/30846/333816
MLA KARCI, A . "Differential Evolution Algorithm and Its Variants". Anatolian Science - Bilgisayar Bilimleri Dergisi 2 (2017): 10-14 <http://dergipark.gov.tr/bbd/issue/30846/333816>
Chicago KARCI, A . "Differential Evolution Algorithm and Its Variants". Anatolian Science - Bilgisayar Bilimleri Dergisi 2 (2017): 10-14
RIS TY - JOUR T1 - Differential Evolution Algorithm and Its Variants AU - Ali KARCI Y1 - 2017 PY - 2017 N1 - DO - T2 - Anatolian Science - Bilgisayar Bilimleri Dergisi JF - Journal JO - JOR SP - 10 EP - 14 VL - 2 IS - 1 SN - 2548-1304- M3 - UR - Y2 - 2017 ER -
EndNote %0 Anatolian Science - Bilgisayar Bilimleri Dergisi Differential Evolution Algorithm and Its Variants %A Ali KARCI %T Differential Evolution Algorithm and Its Variants %D 2017 %J Anatolian Science - Bilgisayar Bilimleri Dergisi %P 2548-1304- %V 2 %N 1 %R %U
ISNAD KARCI, Ali . "Differential Evolution Algorithm and Its Variants". Anatolian Science - Bilgisayar Bilimleri Dergisi 2 / 1 (Haziran 2017): 10-14.