Investigation of the Performance of Metaheuristic Optimization Methods by Using a Simple Water Distribution Network
Öz
Scientific and technological developments
together with the effect of increasing population, the sharing and usage of
water on the earth gains more importance from day to day. It is a necessity
that this material which is so valuable on the earth is to be saved and used
adequately. In this study, it is aimed to determine the optimum conditions of
the water in the pipes in a simple water distribution network. For this
purpose, the solution of the sample network has been realized by using the
Cuckoo Search and Firefly Algorithms and examined together with the results in
the literature. It has been determined that the solution of the network using
the Cuckoo Search Algorithm is better than the other algorithms.
Anahtar Kelimeler
Water Distribution Network,Cuckoo Search Algorithm,Firefly Algorithm
Kaynakça
- Afshar, M.H. and Marino, M.A., (2005). A Convergent Genetic Algorithm for Pipe Network Optimization, Scientia Iranica, 12 (4), 392-401.
- Ayvaz, M.T., Karahan, H., Gürarslan, G., (2007). Su dağıtım şebekelerinin armoni araştırması optimizasyon tekniği ile optimum tasarımı, 5. Kentsel Altyapı Ulusal Sempozyumu, Hatay.
- Baek, C.W., Jun, H.D. and Kim, J.H., (2010). Development of a PDA Model for Water Distribution Systems Using Harmony Search Algorithm, KSCE Journal of Civil Engineering, 14 (4), 613-625.
- Erdin, H.E., (2001). Şehir Planlamada Su ve Kanalizasyon Sistemleri Proje Eşiklerinin Değerlendirilmesi, Yüksek Lisans Tezi, Dokuz Eylül Üniversitesi Fen Bilimleri Enstitüsü, İzmir, 2001.
- Ezzeldin, R., Djebedjian, B. and Saafan, T., (2013). Integer Discrete Particle Swarm Optimization of Water Distribution Networks, J. Pipeline Syst. Eng. Pract., 04013013, 1-11.
- Geem, Z.W., (2009). Particle –swarm harmony search for water network design, Engineering Optimization, No.4, April 2009, 297-311.
- Gandomi, A.H., Yang, X.S. and Alavi, A.H., (2013)."Cuckoo Search algorithm: a metaheusristic approch to solve structural optimization problems," Springer-Verlag, vol. 29, p. 18, 2013-01.
- Güney, M.Ş. ve Koç, A.C., (2001), “Pompa ve Basınç Düşürücü Vana İçeren Su Dağıtım Şebekelerinin Farklı Yaklaşımlarla Hesaplanması”, Türkiye İnşaat Mühendisliği XVI. Teknik Kongresi, ODTÜ, Ankara.
- Kahraman, A.M. ve Özdağlar, D., (2004). Su Dağıtım Sistemlerinin Genetik Algoritma ile Optimizasyonu, DEÜ Mühendislik Fakültesi Fen ve Mühendislik Dergisi, 6 (3), 1-18.
- Karahan, H. Ayvaz, M.T. ve Ceylan, H. (2005), “Su Dağıtım Şebekelerinin Genetik Algoritma ile Optimum Tasarımı”, II. Ulusal Su Mühendisliği Sempozyumu, Gümüldür/ İzmir, ss. 577-587.