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Comparative Analysis of Particle Swarm Optimization and Bat Algorithm on Various Test Functions

Author

Listed:
  • ibrahim isikli

    (Izmir Bakircay Universitesi)

  • Bayram Kose

    (Izmir Bakircay Universitesi)

Abstract

Bu calisma, Parcacik Suru Optimizasyonu (PSO) ve Yarasa Algoritmasi (BA) gibi dogadan ilham alan optimizasyon algoritmalarinin performanslarini cesitli test fonksiyonlari uzerinde karsilastirmayi amaclamaktadir. Analizler, her iki algoritmanin farkli test fonksiyonlari uzerindeki performansini degerlendirmektedir. Bulgular, her iki algoritmanin da belirli test fonksiyonlari icin benzersiz guclu ve zayif yonlerine isaret etmektedir. Calismada, dogadan ilham alan optimizasyon algoritmalarinin optimizasyon problemlerine yonelik etkili cozumler saglama potansiyelini vurgulamakta ve gelecekteki arastirmalara yol gostermektedir.

Suggested Citation

  • ibrahim isikli & Bayram Kose, 2024. "Comparative Analysis of Particle Swarm Optimization and Bat Algorithm on Various Test Functions," Journal of Quantum Technologies and Informatics Research, Holistence Publications, vol. 2(2), pages 87-103.
    • Handle: RePEc:jle:joujqt:ktve2459
    DOI: 10.70447/ktve.2459
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