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- W2359156902 abstract "Fuzzy system is put forward for identification of geo-material constitutive model.According to the choracteristics of geotechnical materials,the author designs the fuzzy system′s input and output variables,its structural parameters and the corresponding algorithm.Then the fuzzy system is designed using gradient descent method.Based on those,the author elaborates the modeling ideology on constitutive model using fuzzy system,and also puts forward views on the appliance of other areas in geotechnical engineering.Then,the constitutive model of rockfill material in increase path is simulated.After comparing with the experimental value,the results show that the fuzzy system′s simulation of constitutive model in increase path has obtained good results.The simulated curve of gradient descent method is relatively smooth and its approximation capabilities and generalization improves significantly.Not only is the simulation approximate to test results,but also its e-(p,q) surfaces are smooth,showing no over-fitting phenomenon." @default.
- W2359156902 created "2016-06-24" @default.
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- W2359156902 date "2010-01-01" @default.
- W2359156902 modified "2023-09-28" @default.
- W2359156902 title "Identification of geo-material constitutive model using fuzzy system" @default.
- W2359156902 hasPublicationYear "2010" @default.
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