ZOU Guanghua, ZHU Jianming. 2003: ESTABILISHMENT OF IMPLICIT CONSTITUTIVE MODEL OF RED SLATE ROCK MATERIAL AND RESEARCH ON ITS APPLICATIONS. JOURNAL OF ENGINEERING GEOLOGY, 11(3): 258-262.
Citation:
ZOU Guanghua, ZHU Jianming. 2003: ESTABILISHMENT OF IMPLICIT CONSTITUTIVE MODEL OF RED SLATE ROCK MATERIAL AND RESEARCH ON ITS APPLICATIONS. JOURNAL OF ENGINEERING GEOLOGY, 11(3): 258-262.
ZOU Guanghua, ZHU Jianming. 2003: ESTABILISHMENT OF IMPLICIT CONSTITUTIVE MODEL OF RED SLATE ROCK MATERIAL AND RESEARCH ON ITS APPLICATIONS. JOURNAL OF ENGINEERING GEOLOGY, 11(3): 258-262.
Citation:
ZOU Guanghua, ZHU Jianming. 2003: ESTABILISHMENT OF IMPLICIT CONSTITUTIVE MODEL OF RED SLATE ROCK MATERIAL AND RESEARCH ON ITS APPLICATIONS. JOURNAL OF ENGINEERING GEOLOGY, 11(3): 258-262.
In order to understand a large amount of fuzzy and uncertain factors of red slate rock materials in geotechnical engineering, an implicit constitutive model is established on the basic of ANN(artificial neural network) method and experiment on geotechnical materials. In the paper, the ANN s learning and training are done directly on the experimental results, the knowledge of mechanical behaviors of the materials can be obtained and stored in the weight structure of a multilayer feed forward back-propagation neural network, and hence we obtain an implicit constitutive model expressing stress-strain relationships of geotechnical materials.
[1] Ghaboussi,J.,Garret,J.H.Jr.,an d Wu,X.K nowl edge-Based M odeling of M at erial Behavior w it h N eural Netw orks [J].J.of Engineering M echanics Division,A SCE,1991,117(1).
[2] X iping Wu and J.G haboussi,N eural N etw ork-based M at erial M odeling [R],U rbana,Illinois A pril,1995
[3] Ghaboussi,J.&Djooni E.S.N eural N et works Based M odeling in G eomechan ics [A].Comput er M ethods and A dvances in G eomechanics [C].Siriw ardane&Zaman,1994,153~164.
[4] 孙玉科.21世纪中国大型工程与工程地质问题 [J].工程地质学报,1995,3(4):1~11.Sun Y uke.The large engineering project s and t heir engineering geological problem in Ch ina in 21st Cent ury.Journal of Engineering Geology,1995,3(4):1~11.