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Engineering with Computers
Erschienen in: Engineering with Computers 2/2010

01.04.2010 | Original Article

Multi expression programming: a new approach to formulation of soil classification

verfasst von: Amir Hossein Alavi, Amir Hossein Gandomi, Mohammad Ghasem Sahab, Mostafa Gandomi

Erschienen in: Engineering with Computers | Ausgabe 2/2010

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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, color 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 formulas 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.
Vorheriger Artikel Virtual prototyping of a car turn-signal switch using haptic feedback
Nächster Artikel The establishment of edge-based loop algebra theory of kinematic chains and its applications

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Metadaten
Titel
Multi expression programming: a new approach to formulation of soil classification
verfasst von
Amir Hossein Alavi
Amir Hossein Gandomi
Mohammad Ghasem Sahab
Mostafa Gandomi
Publikationsdatum
01.04.2010
Verlag
Springer-Verlag
Erschienen in
Engineering with Computers / Ausgabe 2/2010
Print ISSN: 0177-0667
Elektronische ISSN: 1435-5663
DOI
https://doi.org/10.1007/s00366-009-0140-7

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