Genetic Programming Approach for Prediction of Local Scour Downstream of Hydraulic Structures

Güven, Aytaç; Günal, M.

doi:10.1061/(asce)0733-9437(2008)134:2(241)

Cited by 160 publications

(51 citation statements)

References 17 publications

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“…Son olarak, beşinci önemli basamakta; genetik katılımcıların, varyasyon ve oranlarından kaynaklı seçilimler yapılır. Tüm genetik kullanıcıların kombinasyonu (mutasyon, aktarma ve yeniden birleştirme) en uygun GEP Modelinin Parametreleri ile kullanılmıştır [18].…”

Section: Gep Modelinin Gelişimiunclassified

Application of Genetic Expression Programming in Urban Drinking Water

ASLAN¹,

Önen²

2017

MEJT

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Section: Gep Modelinin Gelişimiunclassified

Application of Genetic Expression Programming in Urban Drinking Water

ASLAN¹,

Önen²

2017

MEJT

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“…Guven and Gunal [11] used GP to predicted local scour downstream of hydraulic structures. It was reported that the performance of GP was found more effective when compared to regression equations and ANNs in predicting the scour depth at bridge piers.…”

Section: Genetic Programmingmentioning

confidence: 99%

Genetic Programming for Prediction of Local Scour at Vertical Bridge Abutment

Begum¹,

Barbhuiya²

2013

IJRET

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“…been carried out to estimate downstream scour below dams [2][3][4][5][6].These scour prediction equations are deterministic in nature, and do not account for the uncertainties of the parameters involved in the scour depth equations. Today's most popular evaluation methods are of empirical and semi empirical nature.…”

Section: Open Accessmentioning

confidence: 99%

Reliability Analysis of Free Jet Scour Below Dams

Wang

2012

Entropy

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Current formulas for calculating scour depth below of a free over fall are mostly deterministic in nature and do not adequately consider the uncertainties of various scouring parameters. A reliability-based assessment of scour, taking into account uncertainties of parameters and coefficients involved, should be performed. This paper studies the reliability of a dam foundation under the threat of scour. A model for calculating the reliability of scour and estimating the probability of failure of the dam foundation subjected to scour is presented. The Maximum Entropy Method is applied to construct the probability density function (PDF) of the performance function subject to the moment constraints. Monte Carlo simulation (MCS) is applied for uncertainty analysis. An example is considered, and there liability of its scour is computed, the influence of various random variables on the probability failure is analyzed.

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Genetic Programming Approach for Prediction of Local Scour Downstream of Hydraulic Structures

Cited by 160 publications

References 17 publications

Application of Genetic Expression Programming in Urban Drinking Water

Application of Genetic Expression Programming in Urban Drinking Water

Genetic Programming for Prediction of Local Scour at Vertical Bridge Abutment

Reliability Analysis of Free Jet Scour Below Dams

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