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Volumn 27, Issue 4, 2006, Pages 591-593

Forecasting evolution of tunnel surrounding rock displacement by ε-SVR

Author keywords

support vector machine; Evolution law; Surrounding rock displacement; Tunnel engineering

Indexed keywords

FORECASTING; GENETIC ALGORITHMS; MONITORING; NEURAL NETWORKS; OPTIMIZATION; ROCKS; STABILITY; VECTORS;

EID: 33646337688     PISSN: 10007598     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (6)

References (12)
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    • WANG Ping, YUAN Cong-hua, ZHU Wei-shen. Forecasting model based on measured placements of underground engineering[J]. Rock and Soil Mechanics, 1992, 13(4): 15-23.
    • (1992) Rock and Soil Mechanics , vol.13 , Issue.4 , pp. 15-23
    • Wang, P.1    Yuan, C.-H.2    Zhu, W.-S.3
  • 2
    • 33646357211 scopus 로고    scopus 로고
    • GM(1, N)-Model of unequal time series and its application in underground engineering
    • CHEN You-liang. GM(1, N)-Model of unequal time series and its application in underground engineering[J]. Computational Structural Mechanics and Applications, 1996, 13(4): 483-488.
    • (1996) Computational Structural Mechanics and Applications , vol.13 , Issue.4 , pp. 483-488
    • Chen, Y.-L.1
  • 3
    • 33646367375 scopus 로고    scopus 로고
    • Application of grey majorized model to tunnel surrounding rock displacement forecasting
    • JIN Xiao-guang, LI Xiao-hong, KANG Hui-ming, et al. Application of grey majorized model to tunnel surrounding rock displacement forecasting[J]. Journal of Chongqing University, 2002, 25(1): 1-5.
    • (2002) Journal of Chongqing University , vol.25 , Issue.1 , pp. 1-5
    • Jin, X.-G.1    Li, X.-H.2    Kang, H.-M.3
  • 4
    • 33646379556 scopus 로고    scopus 로고
    • Chinese source
  • 6
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    • Chinese source
  • 7
    • 0348038874 scopus 로고    scopus 로고
    • Forecasting evolution of slope deformation by genetic-support vector machine
    • ZHAO Hong-bo, FENG Xia-ting. Forecasting evolution of slope deformation by genetic-support vector machine[J]. Rock and Soil Mechanics, 2003, 24(4): 636-638.
    • (2003) Rock and Soil Mechanics , vol.24 , Issue.4 , pp. 636-638
    • Zhao, H.-B.1    Feng, X.-T.2
  • 8
    • 1542427746 scopus 로고    scopus 로고
    • Research on nonlinear time sequence intelligent model construction and prediction slope displacement by using support vector machine algorithm
    • LIU Kai-yun, QIAO Chun-sheng, TENG Wen-yan. Research on nonlinear time sequence intelligent model construction and prediction slope displacement by using support vector machine algorithm[J]. Chinese Journal of Getechnical Engineering, 2004, 26(1): 57-61.
    • (2004) Chinese Journal of Getechnical Engineering , vol.26 , Issue.1 , pp. 57-61
    • Liu, K.-Y.1    Qiao, C.-S.2    Teng, W.-Y.3
  • 9
    • 0003425664 scopus 로고    scopus 로고
    • Support vector machines for classification and regression
    • University of Southampton
    • Setve R Gunn. Support vector machines for classification and regression[R]. [s.l.]: University of Southampton, 1998.
    • (1998)
    • Gunn, S.R.1
  • 11
    • 0032638628 scopus 로고    scopus 로고
    • Least square support vector machine classifiers
    • Suykens A K, Vandewalle J. Least square support vector machine classifiers[J]. Neural Processing Letters, 1999, 9(3): 293-300.
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, A.K.1    Vandewalle, J.2
  • 12
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    • Chinese source


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.