Evaluation of slope stability based on GA-ANFIS

2011, Volume 13, Issue 3

Abstract

Keywords

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Strategic Study of CAE >> 2011, Volume 13, Issue 3

Evaluation of slope stability based on GA-ANFIS

1. Zhejiang Huaguangtan Hydropower Co., Ltd., Lin'an, Zhejiang 311322, China;

2. College of Civil Engineering, Hohai University, Nanjing 210098, China

Funding project：国家重点基础研究发展规划973项目（2002CB412707） Received: 2009-07-15 Available online: 2011-03-17 11:26:14.000

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Abstract

Adaptive neuro-fuzzy inference system combines the interpretability of fuzzy reasoning and the ability of adaptability and self-learning of neural network, overcoming the enormous difficulties for slope stability analysis caused by the uncertainty of rock slope. At the same time, for the reasonable of parameter setting in fuzzy inference system, evaluation model of adaptive neuro-fuzzy inference based on genetic algorithm is established. It was shown that the results of GA-ANFIS model are consistent with field condition, which makes it be an effective method for slope stability evaluation.

Keywords

GA-ANFIS model ; evaluation index ; uncertainty ; slope stability evaluation

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References

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