New Approach for Stage-Discharge Relationship: Gene-Expression Programming

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@Article{Guven:2009:JHE,

• author = "Aytac Guven and Ali Aytek",
• title = "New Approach for Stage-Discharge Relationship: Gene-Expression Programming",
• journal = "Journal of Hydrologic Engineering",
• year = "2009",
• volume = "14",
• number = "8",
• pages = "812--820",
• month = aug,
• keywords = "genetic algorithms, genetic programming, gene expression programming",
• ISSN = "1084-0699",
• DOI = "doi:10.1061/(ASCE)HE.1943-5584.0000044",
• abstract = "This study presents gene-expression programming (GEP), which is an extension to genetic programming, as an alternative approach to modelling stage discharge relationship. The results obtained are compared to more conventional methods, stage rating curve and multiple linear regression techniques. Statistical measures such as average, standard deviation, minimum and maximum values, as well as criteria such as mean square error and determination coefficient, the coefficient of efficiency, and the adjusted coefficient of efficiency are used to measure the performance of the models developed by employing GEP. Also, the explicit formulations of the developed GEP models are presented. Statistics and scatter plots indicate that the proposed equations produce quite satisfactory results and perform superior to conventional models.",

}

Genetic Programming entries for Aytac Guven Ali Aytek

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