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http://hdl.handle.net/11452/34289
Başlık: | Performance comparison of the differential evolution and particle swarm optimization algorithms in free-space optical communications systems |
Yazarlar: | Başgümüş, Arif Namdar, Mustafa Altuncu, Ahmet Uludağ Üniversitesi/Mühendislik Fakültesi/Elektrik-Elektronik Mühendisliği Bölümü. 0000-0001-8972-1952 Yılmaz, Günes AAH-4182-2021 7004543197 |
Anahtar kelimeler: | Computer science Engineering Communication systems Cooperative systems Distance measurement Evolutionary computation Particle swarm optimization Genetic algorithm |
Yayın Tarihi: | 2015 |
Yayıncı: | Univ Suceava |
Atıf: | Başgümüş, A. vd. (2015). "Performance comparison of the differential evolution and particle swarm optimization algorithms in free-space optical communications systems". Advances in Electrical and Computer Engineering, 15(2), 17-22. |
Özet: | In this comparative study we evaluate the performance of Differential Evolution (DE) and Particle Swarm Optimization (PSO) algorithms in free space optical communications systems. In particular we obtain the optimal transmission distances for different relay nodes in the parallel decode-and-forward relaying schemes by optimizing the relay placements. We analyze that the cost functions are suitably minimized. Then we investigate the execution time and the stability of the DE and PSO algorithms for decode-and-forward relay-assisted free space optical links. The simulation results demonstrate that the PSO algorithm outperforms DE algorithm in terms of the minimization of the cost function. Furthermore the results indicate that we get the similar performance for the execution-time and optimization results in the DE and PSO algorithms. |
URI: | https://doi.org/10.4316/AECE.2015.02003 https://aece.ro/abstractplus.php?year=2015&number=2&article=3 http://hdl.handle.net/11452/34289 |
ISSN: | 1582-7445 |
Koleksiyonlarda Görünür: | Scopus Web of Science |
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