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• W2000054278 startingPage "685" @default.
• W2000054278 abstract "Abstract. The determination of liquefaction potential is required to take into account a large number of parameters, which creates a complex nonlinear structure of the liquefaction phenomenon. The conventional methods rely on simple statistical and empirical relations or charts. However, they cannot characterise these complexities. Genetic algorithms are suited to solve these types of problems. A genetic algorithm-based model has been developed to determine the liquefaction potential by confirming Cone Penetration Test datasets derived from case studies of sandy soils. Software has been developed that uses genetic algorithms for the parameter selection and assessment of liquefaction potential. Then several estimation functions for the assessment of a Liquefaction Index have been generated from the dataset. The generated Liquefaction Index estimation functions were evaluated by assessing the training and test data. The suggested formulation estimates the liquefaction occurrence with significant accuracy. Besides, the parametric study on the liquefaction index curves shows a good relation with the physical behaviour. The total number of misestimated cases was only 7.8% for the proposed method, which is quite low when compared to another commonly used method." @default.
• W2000054278 created "2016-06-24" @default.
• W2000054278 creator A5045406398 @default.
• W2000054278 creator A5056407715 @default.
• W2000054278 date "2010-04-09" @default.
• W2000054278 modified "2023-10-17" @default.
• W2000054278 title "A genetic-algorithm approach for assessing the liquefaction potential of sandy soils" @default.
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• W2000054278 doi "https://doi.org/10.5194/nhess-10-685-2010" @default.
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