Artificial neural network based inverse design method for circular sliding slopes

被引：1

作者：

De-xin Ding

Zhi-jun Zhang

机构：

[1] Nanhua University,School of Architectural Engineering, Resources and Environment

来源：

Journal of Central South University of Technology | 2004年 / 11卷

关键词：

circular sliding slopes; artificial neural network; inverse design; TU413.6; 2; TU457;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Current design method for circular sliding slopes is not so reasonable that it often results in slope sliding. As a result, artificial neural network (ANN) is used to establish an artificial neural network based inverse design method for circular sliding slopes. A sample set containing 21 successful circular sliding slopes excavated in the past is used to train the network. A test sample of 3 successful circular sliding slopes excavated in the past is used to test the trained network. The test results show that the ANN based inverse design method is valid and can be applied to the design of circular sliding slopes.

引用

页码：89 / 92

页数：3

共 6 条

[1] Xia Yuan-you(2000)Evaluation method research of slope stability and its developing trend[J] Chinese Journal of Rock Mechanics and Engineering 21 1087-1091
[2] Li Mei(2000)Intelligent approach to slope stability evaluation based on case-based reasoning [J] Chinese Journal of Rock Mechanics and Engineering 21 1105-1106
[3] Liu Mu-yu(1994)Maximum likelihood estimation of slope stability [J] Int J Rock Mech Sci & Geomech Abstr 31 47-53
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