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- W617088145 abstract "An Evolutionary approach is used for prediction of maximum dry density (MDD) and optimum moisture content (OMC) as functions of some physical properties of soil. Evolutionary polynomial regression (EPR) is a data-driven method based on evolutionary computing aimed to search for polynomial structures representing a system. In this technique, a combination of the genetic algorithm (GA) and the least square method is used to find feasible structures and the appropriate parameters of those structures. EPR models are developed based on results from a series of classification and compaction tests from literature. Standard Proctor tests conducted on soils made of four components, bentonite, limestone dust, sand, and gravel, mixed in different proportions. The results of the EPR model predictions are compared with those of a neural network model, a correlation equation from literature and the experimental data. Comparison of the results shows that the proposed models are highly accurate and robust in predicting compaction characteristics of soils. Results from sensitivity analysis indicate that the models trained from experimental data have been able to capture the physical relationships between soil parameters. The proposed models are also able to represent the degree to which individual contributing parameters affect the maximum dry density and optimum moisture content." @default.
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- W617088145 date "2011-04-06" @default.
- W617088145 modified "2023-09-24" @default.
- W617088145 title "An evolutionary approach to modelling compaction characteristics of soils" @default.
- W617088145 hasPublicationYear "2011" @default.
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