Slope stability evaluation based on PSO-PP

Yantu Gongcheng Xuebao/Chinese Journal of Geotechnical Engineering

Volumn 33, Issue 11, 2011, Pages 1708-1713

  Xu, Fei ^a   Xu, Wei Ya ^b   Liu, Zao Bao ^b   Liu, Kang ^c  

^a Hainan Highway Survey and Design Institute ^*  (China)

^b HOHAI UNIVERSITY   (China)

^c Chengdu Hydroelectric Investigation and Design Institute   (China)

Author keywords

Logistic curve function; Particle swarm optimization; Projection pursuit; Slope; Stability

Indexed keywords

COMPLEX SYSTEM PROBLEMS; DEVELOPED MODEL; EVALUATION RESULTS; JINPING I HYDROPOWER STATION; LOGISTIC CURVES; NEW MODEL; NON-LINEAR RELATIONSHIPS; PROJECTION INDICES; PROJECTION PURSUIT; PROJECTION PURSUITS; PROJECTION VALUE; SLOPE; SLOPE STABILITY EVALUATION;

CONVERGENCE OF NUMERICAL METHODS; CURVE FITTING; FUNCTION EVALUATION; PARTICLE SWARM OPTIMIZATION (PSO);

SLOPE STABILITY;

EID: 83255182058     PISSN: 10004548     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. XIE Quan-min, ZHU Rui-geng. The grey classification together method for space prediction of the stability of rock mass slope [J]. Metal Mine, 1997(6): 1-5. (in Chinese)
2. XU Wei-ya, XIE Shou-yi. Slope stability analysis and evaluation with probabilistic artificial neural network method [J]. Site Investigation Science and Technology, 1999(3): 19-21. (in Chinese)
3. FENG Xia-ting, WANG Yong-jia, LU Shi-zong. Neural network estimation of slope stability [J]. Journal of Engineering Geology, 1995, 3(4): 54-61. (in Chinese)
4. ZHAO Hong-bo, FENG Xia-ting. Application of support vector machines function fitting in slope stability evaluation [J]. Chinese Journal of Rock Mechanics and Engineering, 2003, 22(2): 241-245. (in Chinese)
5. LUO Zhan-you, YANG Xiao-jun, GONG Xiao-nan. Support vector machine model in slope stability evaluation [J]. Chinese Journal of Rock Mechanics and Engineering, 2005, 24(1): 145-148. (in Chinese)
6. FRIEDMAN J H, TUKEY J W. A projection pursuit algorithm for exploratory data analysis [J]. IEEE Trans Comput, 1974, 23(9): 881-890.
7. EBERHART R C, KENNEDY J. A new optimizer using particle swarm theory [C]//Proceedings of Sixth International Symposium on Micro Machine and Human Science. Nagoya, Japan, 1995: 66-73.
8. REN Ruo-en, WANG Hui-wen. Multivariate statistical data analysis-theory, methods and examples [M]. Beijing: National Defense Industry Press, 1998. (in Chinese)
9. JIN Ju-liang, WEI Yi-ming, DING Jing. Projection pursuit model for comprehensive of water quality [J]. Acta Scientiae Circumstantiae, 2001, 21(4): 431-434. (in Chinese)
10. YANG Xiao-hua, YANG Zhi-feng, SHEN Zhen-yao, et al. Genetic projection pursuit method for evaluating water resources reproducible ability [J]. Advances in Water Science, 2001, 15(1): 73-76. (in Chinese)
11. YUAN Bao-yuan, YANG Zhi-fa, LIU Da-an, et al. Slope unstability indication analysis system [J]. Chinese Journal of Rock Mechanics and Engineering, 1999, 18(2): 166-169. (in Chinese)
12. TAN Xiao-long, XU Wei-ya, LIANG Gui-lan. Application of extenics method to comprehensive safety evaluation of rock slope [J]. Chinese Journal of Rock Mechanics and Engineering, 2009, 28(12): 2503-2509. (in Chinese)
13. LIU Duan-ling, TAN Guo-huan, LI qi-guang, et al. The stability of rock slope and fuzzy comprehensive evaluation method [J]. Chinese Journal of Rock Mechanics and Engineering, 1999, 18(2): 170-175. (in Chinese)
14. ZHANG Xiao-hui, WANG Hui, DAI Fu-chu, et al. Comprehensive evaluation of slope stability using interaction matrix and fuzzy sets [J]. Chinese Journal of Rock Mechanics and Engineering, 2000, 19(3): 346-351. (in Chinese)
15. ZHOU Zhong, GONG Man-fu, XIANG Xiang-yu, et al. The special report of deformation and stability analysis of left bank slope of Yalong river Jingping I site hydropower plant [R]. Chengdu: Chengdu Hydroelectric Investigation and Design Institute of CHECC, 2008. (in Chinese)
16. XU Wei-ya, ZHANG Jin-long, XU Fei, et al. The report of safety monitoring analysis of left bank slope of Yalong river Jingping I site hydropower plant [R]. Nanjing: Hohai University, 2009. (in Chinese)