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      • Department of Electrical and Electronics Engineering
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      Parçacık sürü Optimizasyonu ile Dağıtık Tespit

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      Author(s)
      İnce, O.
      Efe, M.
      Arıkan, Orhan
      Date
      2011-04
      Source Title
      2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011
      Publisher
      IEEE
      Pages
      586 - 589
      Language
      Turkish
      Type
      Conference Paper
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      Abstract
      Doğadan esinlenerek geliştirilen optimizasyon yöntemleri, kullanım kolaylıkları ve yüksek performansları nedeniyle pek çok farklı disiplinde kendilerine uygulama alanı bulmaktadırlar. Bu çalışmada, son yıllarda yoğun ilgi gören dağıtık tespit problemine, literatürde Parçacık Sürü Optimizasyonu olarak bilinen yöntem uygulanmıştır. Temel bir paralel dağıtık topoloji üzerinde denenen senaryolarda PSO'nun performansının doğruluk ve güvenilirlik ve hız açısından oldukça yüksek olduğu gözlenmiştir.
       
      Nature inspired optimization methods have been finding many application areas in different disciplines due to their ease of use and high performance. In this study, Particle Swarm Optimization, a nature inspired optimization method, is applied to the distributed detection problem which is a popular topic of recent years. In the scenarios, experimented on a basic distributed topology, the performance of the PSO has been observed cosiderably high in terms of accuracy, reliability, and speed. © 2011 IEEE.
      Keywords
      Application area
      Distributed detection
      Ease of use
      Optimization method
      Signal detection
      Particle swarm optimization (PSO)
      Permalink
      http://hdl.handle.net/11693/28390
      Published Version (Please cite this version)
      http://dx.doi.org/10.1109/SIU.2011.5929718
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      • Department of Electrical and Electronics Engineering 3702
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