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Title: Particle Swarm Optimization with Dynamic Neighborhood Topology: Three Neighborhood Strategies and Preliminary Results
Authors: Akat, S. Burak
Gazi, Veysel
Keywords: Distance Based Neighborhood
Dynamic Neighborhood
Particle Swarm Optimization
Random Neighborhood
Issue Date: 2008
Publisher: IEEE
Source: IEEE Swarm Intelligence Symposium -- SEP 21-23, 2008 -- St Louis, MO
Abstract: In this article we consider a particle swarm optimization (PSO) algorithm in which the neighbors of the particles or basically 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. Simulations of several benchmark functions are performed in order to verify the effectiveness of the algorithm.
ISBN: 978-1-4244-2704-8
Appears in Collections:Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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