Particle swarm optimization with dynamic neighborhood Deǧişken komşuluklu parçacik sürü eniyileme yöntemi

Gazi V.

2007 IEEE 15th Signal Processing and Communications Applications, SIU, Eskişehir, Türkiye, 11 - 13 Haziran 2007 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/siu.2007.4298805
  • Basıldığı Şehir: Eskişehir
  • Basıldığı Ülke: Türkiye
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

In this article we consider a particle swarm optimization (PSO) algorithm in which the neighbors of the particles or the neighborhood topology dynamically changes with time. We consider probabilistic and distance based approaches for determining the neighbors of the particles and represent the dynamic neighborhood topology by a time varying graph. Moreover, we test the performance of the algorithm with a simulation example.