Artificial neural network based inverse design method for circular sliding slopes

De-xin Ding; Zhi-jun Zhang

doi:10.1007/s11771-004-0018-1

Journal of Central South University ›› 2004, Vol. 11 ›› Issue (1) : 89 -92. DOI: 10.1007/s11771-004-0018-1

Article

Artificial neural network based inverse design method for circular sliding slopes

De-xin Ding ¹^,^a
, Zhi-jun Zhang ¹

Author information +

History +

PDF

Abstract

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.

Keywords

circular sliding slopes / artificial neural network / inverse design

Cite this article

Download citation ▾

De-xin Ding, Zhi-jun Zhang. Artificial neural network based inverse design method for circular sliding slopes. Journal of Central South University, 2004, 11(1): 89-92 DOI:10.1007/s11771-004-0018-1