Integrated intelligent method for displacement predication of landslide

doi:10.1201/9780203885284-c85

CORC > 武汉岩土力学研究所 > 中科院武汉岩土力学所 > 岩土力学所知识全产出 > 会议论文

	Integrated intelligent method for displacement predication of landslide
	Gao, W.
	2008
会议日期	JUN 30-JUL 04, 2008
会议地点	Xian, PEOPLES R CHINA
DOI	10.1201/9780203885284-c85
页码	705-709
英文摘要	Displacement predication of landslide is very important in the control of landslide disaster. Considering the monotonously increasing character of time series of the landslide displacement, a new intelligent prediction method ton combine the Grey System and the Evolutionary Neural Network (ENN) is proposed here. On the basis of the principles of displacement decomposition, the trend of time series is extracted by the Grey System, while the deviation of the Grey System is approximated by the new ENN proposed. The architecture and algorithm parameters in the new ENN can evolve simultaneously through the modified BP algorithm and Immunized Evolutionary Programming proposed by the author. This new method is applied in the study of Xintan landslide, and the results show that the new method is good in generalization and can predict the displacement of landslide very well.
会议录	LANDSLIDES AND ENGINEERED SLOPES: FROM THE PAST TO THE FUTURE, VOLS 1 AND 2
会议录出版者	CRC PRESS-TAYLOR & FRANCIS GROUP
会议录出版地	BOCA RATON
语种	英语
WOS研究方向	Geochemistry & Geophysics ; Engineering
WOS记录号	WOS:000266239200085
内容类型	会议论文
源URL	[http://119.78.100.198/handle/2S6PX9GI/4489]
专题	岩土力学所知识全产出_会议论文
作者单位	Chinese Acad Sci, Inst Rock & Soil Mech
推荐引用方式 GB/T 7714	Gao, W.. Integrated intelligent method for displacement predication of landslide[C]. 见:. Xian, PEOPLES R CHINA. JUN 30-JUL 04, 2008.