A novel intelligent optimization algorithm inspired from circular water waves
Elektronika ir Elektrotechnika, cilt.21, sa.5, ss.3-6, 2015 (SCI-Expanded, Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 21 Sayı: 5
- Basım Tarihi: 2015
- Doi Numarası: 10.5755/j01.eee.21.5.13316
- Dergi Adı: Elektronika ir Elektrotechnika
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Sayfa Sayıları: ss.3-6
- Anahtar Kelimeler: Iterative methods, Nature-inspired computing, Optimization, Performance
- Maltepe Üniversitesi Adresli: Hayır
Özet
In this paper, a novel nature inspired algorithm for continuous optimization of numerical functions has been proposed. The algorithm is inspired from the circular wave created from a water drop when it falls to a still water. Algorithm itself has been developed with the purpose of distributed working thus kept as embarrassingly parallel as possible. Proposed algorithm is tested with eight different benchmark functions and up to thirty dimensions. The experimental results are promising and encouraging for further research studies.