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A platform for research: civil engineering, architecture and urbanism
Support vector machine applied to settlement of shallow foundations on cohesionless soils
AbstractThe determination of settlement of shallow foundations on cohesionless soil is an important task in geotechnical engineering. Available methods for the determination of settlement are not reliable. In this study, the support vector machine (SVM), a novel type of learning algorithm based on statistical theory, has been used to predict the settlement of shallow foundations on cohesionless soil. SVM uses a regression technique by introducing an &z.epsiv; – insensitive loss function. A thorough sensitive analysis has been made to ascertain which parameters are having maximum influence on settlement. The study shows that SVM has the potential to be a useful and practical tool for prediction of settlement of shallow foundation on cohesionless soil.
Support vector machine applied to settlement of shallow foundations on cohesionless soils
AbstractThe determination of settlement of shallow foundations on cohesionless soil is an important task in geotechnical engineering. Available methods for the determination of settlement are not reliable. In this study, the support vector machine (SVM), a novel type of learning algorithm based on statistical theory, has been used to predict the settlement of shallow foundations on cohesionless soil. SVM uses a regression technique by introducing an &z.epsiv; – insensitive loss function. A thorough sensitive analysis has been made to ascertain which parameters are having maximum influence on settlement. The study shows that SVM has the potential to be a useful and practical tool for prediction of settlement of shallow foundation on cohesionless soil.
Support vector machine applied to settlement of shallow foundations on cohesionless soils
Samui, Pijush (author)
Computers and Geotechnics ; 35 ; 419-427
2007-06-28
9 pages
Article (Journal)
Electronic Resource
English
| British Library Online Contents | 2008
Evaluation of Settlement Prediction Methods for Shallow Foundations on Cohesionless Soils
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Settlements of Shallow Foundations on Cohesionless Soils.
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discussion - Settlements of Shallow Foundations on Cohesionless Soils.
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