Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms

Mustafa Turan [1] , Erkan Doğan [2]

342 1138

Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu

 Mevcut çalışmada kavramsal hidrolojik modellerin optimizasyon metotları yardımıyla kalibrasyonu ele alınmıştır. Sezgiye dayalı yenilikçi optimizasyon algoritmaları doğada var olan olayların matematiksel olarak taklit edildiği çözüm yöntemleridir. Bu tip yöntemler, optimum çözümü araştırırken rastgele ve olasıksal parametreler kullanırlar. Bu yöntemlerden av arama, yapay arı kolonisi ve ateş böceği algoritmaları literatürde yer alan GR4J, GR2M kavramsal hidrolojik modellerinin kalibrasyonu için kullanılmış, farklı gözlem istasyonlarından alınan veriler değerlendirilerek yöntemlerin optimizasyon problemi üzerindeki etkinlikleri araştırılmıştır. 

Calibration of Conceptual Hydrological Model by Different Optimization Algorithms

In this study, calibration of conceptual hydrological models is carried out by means of optimization methods. Meta-Heuristic inonative optimization algorithms are the methods in which the natural events have been imitated mathematically. These type of methods use random and probabilistic parameters to investigate optimal solutions. Hunting search, artificial bee colony and firefly algorithms are used for calibration of GR4J, GR2M conceptual hydrological models and the efficiency of the methods on the optimization problems is investigated by evaluating the data from the different gauging stations. 

GR4J, GR2M, Kavramsal Hidrolojik Modeller, Kalibrasyon, Av Arama Algoritması, Ateş Böceği Algoritması, Yapay Arı Kolonisi Algoritması / GR4J, GR2M, Conceptual Hidrological Model, Calibration, Hunting Search Algorithm, Firefly Algorithm, Artificial Bee Co
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Primary Language en
Journal Section Articles
Authors

Author: Mustafa Turan

Author: Erkan Doğan

Dates

Publication Date: December 19, 2015

Bibtex @ { cbayarfbe238119, journal = {Celal Bayar University Journal of Science}, issn = {1305-130X}, eissn = {1305-1385}, address = {Celal Bayar University}, year = {2015}, volume = {11}, pages = {0 - }, doi = {10.18466/cbujos.04100}, title = {Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms}, key = {cite}, author = {Turan, Mustafa and Doğan, Erkan} }
APA Turan, M , Doğan, E . (2015). Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms. Celal Bayar University Journal of Science, 11 (2), . Retrieved from http://dergipark.org.tr/cbayarfbe/issue/22163/238119
MLA Turan, M , Doğan, E . "Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms". Celal Bayar University Journal of Science 11 (2015): <http://dergipark.org.tr/cbayarfbe/issue/22163/238119>
Chicago Turan, M , Doğan, E . "Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms". Celal Bayar University Journal of Science 11 (2015):
RIS TY - JOUR T1 - Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms AU - Mustafa Turan , Erkan Doğan Y1 - 2015 PY - 2015 N1 - DO - T2 - Celal Bayar University Journal of Science JF - Journal JO - JOR SP - 0 EP - VL - 11 IS - 2 SN - 1305-130X-1305-1385 M3 - UR - Y2 - 2019 ER -
EndNote %0 Celal Bayar University Journal of Science Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms %A Mustafa Turan , Erkan Doğan %T Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms %D 2015 %J Celal Bayar University Journal of Science %P 1305-130X-1305-1385 %V 11 %N 2 %R %U
ISNAD Turan, Mustafa , Doğan, Erkan . "Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms". Celal Bayar University Journal of Science 11 / 2 (December 2015): 0-.
AMA Turan M , Doğan E . Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms. Celal Bayar Univ J Sci. 2015; 11(2): 0-.
Vancouver Turan M , Doğan E . Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms. Celal Bayar University Journal of Science. 2015; 11(2): -0.