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

Mustafa Turan; Erkan Doğan

doi:10.18466/cbujos.04100

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

Abstract

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.

Keywords

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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Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Mustafa Turan

Erkan Doğan

Publication Date

December 19, 2015

Submission Date

December 23, 2015

Acceptance Date

-

Published in Issue

Year 2015 Volume: 11 Number: 2

DOI

https://doi.org/10.18466/cbujos.04100

IZ

https://izlik.org/JA95UG59RF

Cite

RIS / Bibtex

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). https://doi.org/10.18466/cbujos.04100

AMA

1.Turan M, Doğan E. Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms. CBUJOS. 2015;11(2). doi:10.18466/cbujos.04100

Chicago

Turan, Mustafa, and Erkan Doğan. 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). https://doi.org/10.18466/cbujos.04100.

EndNote

Turan M, Doğan E (December 1, 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

IEEE

[1]M. Turan and E. Doğan, “Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms”, CBUJOS, vol. 11, no. 2, Dec. 2015, doi: 10.18466/cbujos.04100.

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 1, 2015). https://doi.org/10.18466/cbujos.04100.

JAMA

1.Turan M, Doğan E. Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms. CBUJOS. 2015;11. doi:10.18466/cbujos.04100.

MLA

Turan, Mustafa, and Erkan Doğan. “Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms”. Celal Bayar University Journal of Science, vol. 11, no. 2, Dec. 2015, doi:10.18466/cbujos.04100.

Vancouver

1.Mustafa Turan, Erkan Doğan. Kavramsal Hidrolojik Modellerin Farklı Optimizasyon Algoritmaları İle Kalibrasyonu - Calibration of Conceptual Hydrological Model by Different Optimization Algorithms. CBUJOS. 2015 Dec. 1;11(2). doi:10.18466/cbujos.04100

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