Elitist genetic algorithm performance on the uniform circular antenna array pattern synthesis problem Synteza kołowej anteny matrycowej z wykorzystaniem algorytmu genetycznego
Przeglad Elektrotechniczny, cilt.88, sa.1 B, ss.273-277, 2012 (SCI-Expanded, Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 88 Sayı: 1 B
- Basım Tarihi: 2012
- Dergi Adı: Przeglad Elektrotechniczny
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Sayfa Sayıları: ss.273-277
- Anahtar Kelimeler: Circular antenna array, Elitism rate, Elitist genetic algorithm, Pattern synthesis
- Ankara Üniversitesi Adresli: Evet
Özet
In this paper, the impacts of elitism rate on the Genetic Algorithm (GA) performance for the Uniform Circular Antenna Array Pattern Synthesis Problem are investigated. For this purpose, a circular antenna array with uniformly spaced isotropic elements having identical excitation amplitudes is used as a model. Unlike the classical GA, we use a GA structure having an elitist population update approach for improved GA performance. In the elitist approach, a certain ratio of the population (i.e. the fittest individuals) is directly transferred to the next generation.