Parameter Tuning for the Artificial Bee Colony Algorithm

AKAY B., KARABOĞA D.

1st International Conference on Computational Collective IntelligenceWroclaw Univ Technol, Wroclaw, Polonya, 5 - 07 Ekim 2009, cilt.5796, ss.608-619 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 5796
  • Doi Numarası: 10.1007/978-3-642-04441-0-53
  • Basıldığı Şehir: Wroclaw
  • Basıldığı Ülke: Polonya
  • Sayfa Sayıları: ss.608-619
  • Erciyes Üniversitesi Adresli: Evet

Özet

While solving a problem by an optimization algorithm, adjusting algorithm parameters have significant importance on the performance of the algorithm. A fine tuning of control parameters is required for most of the algorithms to obtain desired solutions. In this study, performance of the Artificial Bee Colony (ABC) algorithm, which simulates the foraging behaviour of a, honey bee swarm, was investigated by analyzing the effect of control parameters.