An ensemble genetic programming approach to develop incipient sediment motion models in rectangular channels

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@Article{SHEIKHKHOZANI:2020:JH,

• author = "Zohreh {Sheikh Khozani} and Mir Jafar Sadegh Safari and Ali {Danandeh Mehr} and Wan Hanna Melini {Wan Mohtar}",
• title = "An ensemble genetic programming approach to develop incipient sediment motion models in rectangular channels",
• journal = "Journal of Hydrology",
• volume = "584",
• pages = "124753",
• year = "2020",
• ISSN = "0022-1694",
• DOI = "doi:10.1016/j.jhydrol.2020.124753",
• URL = "http://www.sciencedirect.com/science/article/pii/S0022169420302134",
• keywords = "genetic algorithms, genetic programming, Empirical equations, Incipient sediment motion, Rectangular channels, Sediment bed thickness",
• abstract = "Assimilating unique features of genetic programming (GP) and gene expression programming (GEP), this study introduces a hybrid algorithm which results in promising incipient non-cohesive sediment motion models. The new models use the dimensionless input parameters including relative particle size, relative deposited bed thickness, channel friction factor and channel bed slope to estimate particle Froude number in rectangular channels. The models' accuracy is tested using different error measures and cross-validated through comparison with that of five empirical models available in the relevant literature. The results showed enhanced accuracy of the proposed models in comparison to the existing ones with concordance correlation coefficient of 0.92 and 0.94 for parsimonious and quasi-parsimonious ensemble GP models, respectively. Such superiority is attributed to the integrated use of flow, fluid, sediment and channel characteristics in the modeling of incipient motion. Although the new algorithm is hybrid, the proposed models are explicit and precise, and thus, motivating to be used in practice",

}

Genetic Programming entries for Zohreh Sheikh Khozani Mir Jafar Sadegh Safari Ali Danandeh Mehr Wan Hanna Melini Wan Mohtar

Citations