Multi Expression Programming: A New Approach to Formulation of Soil Classification

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@Article{Alavi:2010:EwC,

• author = "Amir Hossein Alavi and Amir Hossein Gandomi and Mohammad Ghasem Sahab and Mostafa Gandomi",
• title = "Multi Expression Programming: A New Approach to Formulation of Soil Classification",
• journal = "Engineering with Computers",
• year = "2010",
• volume = "26",
• number = "2",
• pages = "111--118",
• month = apr,
• email = "ah_alavi@hotmail.com, a.h.gandomi@gmail.com",
• keywords = "genetic algorithms, genetic programming, Multi expression programming, Soil classification, Formulation",
• DOI = "doi:10.1007/s00366-009-0140-7",
• size = "8 pages",
• abstract = "This paper presents an alternative approach to formulation of soil classification by means of a promising variant of genetic programming (GP), namely multi expression programming (MEP). Properties of soil, namely plastic limit, liquid limit, colour of soil, percentages of gravel, sand, and fine-grained particles are used as input variables to predict the classification of soils. The models are developed using a reliable database obtained from the previously published literature. The results demonstrate that the MEP-based formulae are able to predict the target values to high degree of accuracy. The MEP-based formulation results are found to be more accurate compared with numerical and analytical results obtained by other researchers.",
• notes = "M. Gandomi School of Civil Engineering, College of Engineering, University of Tehran, Tehran, Iran",

}

Genetic Programming entries for A H Alavi A H Gandomi Mohammad Ghasem Sahab Mostafa Gandomi

Citations