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Deformation Prediction and Inversion of Shuibuya Project Based on Artificial Neural Network and Genetic Algorithm
he application of artificial neural network and genetic algorithm is made into the Shuibuya concrete face rock-fill dam project. At the beginning of design phase, genetic algorithm was used to predict the deformation of the dam; One year after the completion of construction, the rheological constitutive model parameters of Shuibuya concrete face rock-fill dam (CFRD) was inverted based on the monitoring data. And the permanent deformation of the dam was computed with the help of artificial neural network and genetic algorithm. The study result not only can accurately grasp the characteristic of Shuibuya CFRD, but also is propitious for the advancement of the computation theory about superhigh project.
Deformation Prediction and Inversion of Shuibuya Project Based on Artificial Neural Network and Genetic Algorithm
he application of artificial neural network and genetic algorithm is made into the Shuibuya concrete face rock-fill dam project. At the beginning of design phase, genetic algorithm was used to predict the deformation of the dam; One year after the completion of construction, the rheological constitutive model parameters of Shuibuya concrete face rock-fill dam (CFRD) was inverted based on the monitoring data. And the permanent deformation of the dam was computed with the help of artificial neural network and genetic algorithm. The study result not only can accurately grasp the characteristic of Shuibuya CFRD, but also is propitious for the advancement of the computation theory about superhigh project.
Deformation Prediction and Inversion of Shuibuya Project Based on Artificial Neural Network and Genetic Algorithm
Applied Mechanics and Materials ; 170-173 ; 2115-2118
2012-05-14
4 pages
Article (Journal)
Electronic Resource
English
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