Prediction of settlement of shallow foundations on reinforced soils using neural networks
نویسندگان
چکیده
منابع مشابه
Predicting the Settlement of Shallow Foundations on Cohesionless Soils Using Back-Propagation Neural Networks
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متن کاملArtificial Neural Network−based Settlement Prediction Formula for Shallow Foundations on Granular Soils
The problem of estimating the settlement of shallow foundations on granular soils is very complex and not yet entirely understood. The geotechnical literature has included many formulae that are based on several theoretical or experimental methods to obtain an accurate, or near-accurate, prediction of such settlement. However, these methods fail to achieve consistent success in relation to accu...
متن کاملevolutionary-based approaches for settlement prediction of shallow foundations on cohesionless soils
due to the heterogeneous nature of granular soils and the involvement of many effective parameters in the geotechnical behavior of soil-foundation systems, the accurate prediction of shallow foundation settlements on cohesionless soils is a complex engineering problem. in this study, three new evolutionary-based techniques, including evolutionary polynomial regression (epr), classical genetic p...
متن کاملEvolutionary-based approaches for settlement prediction of shallow foundations on cohesionless soils
Due to the heterogeneous nature of granular soils and the involvement of many effective parameters in the geotechnical behavior of soil-foundation systems, the accurate prediction of shallow foundation settlements on cohesionless soils is a complex engineering problem. In this study, three new evolutionary-based techniques, including evolutionary polynomial regression (EPR), classical genetic p...
متن کاملSettlement Behavior of Shallow Foundations in Unsaturated Soils under Rainfall
Shallow foundations are often situated on unsaturated zones above the groundwater table. In this study, the influence of rainfall infiltration on the settlement behavior of shallow foundations was investigated using numerical analyses. The numerical solutions were compared with experimental data from in-situ load tests. The relative importance of rainfall intensities and groundwater table posit...
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ژورنال
عنوان ژورنال: Geosynthetics International
سال: 2006
ISSN: 1072-6349,1751-7613
DOI: 10.1680/gein.2006.13.5.218