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Volumn 12, Issue 6, 2005, Pages 321-332

Predicting ultimate bearing capacity of shallow foundations on reinforced cohesionless soils using artificial neural networks

Author keywords

Bearing capacity; Geosynthetics; Neural network; Reinforcement; Shallow foundations

Indexed keywords

BEARING CAPACITY; NEURAL NETWORKS; RADIAL BASIS FUNCTION NETWORKS; REINFORCEMENT; SENSITIVITY ANALYSIS; SOIL STRUCTURE INTERACTIONS;

EID: 31744442536     PISSN: 10726349     EISSN: 10726349     Source Type: Journal    
DOI: 10.1680/gein.2005.12.6.321     Document Type: Article
Times cited : (36)

References (43)
  • 3
    • 0016599157 scopus 로고
    • Bearing capacity tests on reinforced earth slabs
    • Binquet, J. & Lee, K. L. (1975a). Bearing capacity tests on reinforced earth slabs. Journal of Geotechnical Engineering, ASCE, 101, No. 12, 1241-1255.
    • (1975) Journal of Geotechnical Engineering, ASCE , vol.101 , Issue.12 , pp. 1241-1255
    • Binquet, J.1    Lee, K.L.2
  • 4
    • 0016628927 scopus 로고
    • Bearing capacity analysis of reinforced slabs
    • Binquet, J. & Lee, K. L. (1975b). Bearing capacity analysis of reinforced slabs. Journal of Geotechnical Engineering, ASCE, 101, No. 12, 1257-1276.
    • (1975) Journal of Geotechnical Engineering, ASCE , vol.101 , Issue.12 , pp. 1257-1276
    • Binquet, J.1    Lee, K.L.2
  • 5
    • 0142187602 scopus 로고    scopus 로고
    • Experimental and numerical investigation of the bearing capacity of model circular and ring footings on reinforced sand
    • Boushehrian, J. H. & Hataf, N. (2003). Experimental and numerical investigation of the bearing capacity of model circular and ring footings on reinforced sand. Geotextiles and Geomembranes, 21, No. 4, 241-256.
    • (2003) Geotextiles and Geomembranes , vol.21 , Issue.4 , pp. 241-256
    • Boushehrian, J.H.1    Hataf, N.2
  • 7
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithm for radial basis function networks
    • Chen, S., Cowan, C. F. N. & Grant, P. M. (1991). Orthogonal least squares learning algorithm for radial basis function networks. IEEE Transactions on Neural Networks, 2, No. 2, 302-309.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 8
    • 0027788663 scopus 로고
    • Bearing capacity of geosynthetic-reinforced soil using variational method
    • Dixit, R. K. & Mandal, J. N. (1993). Bearing capacity of geosynthetic-reinforced soil using variational method. Geotextiles and Geomembranes, 12, No. 6, 543-566.
    • (1993) Geotextiles and Geomembranes , vol.12 , Issue.6 , pp. 543-566
    • Dixit, R.K.1    Mandal, J.N.2
  • 11
    • 0001867238 scopus 로고
    • Interpreting neural network connection weights
    • Garson, G. D. (1991). Interpreting neural network connection weights. AI Expert, 6, No. 7, 47-51.
    • (1991) AI Expert , vol.6 , Issue.7 , pp. 47-51
    • Garson, G.D.1
  • 13
    • 0022809502 scopus 로고
    • Comparison of geogrid and geotextile reinforced earth slabs
    • Guido, V. A., Dong, K. G. & Sweeny, A. (1986). Comparison of geogrid and geotextile reinforced earth slabs. Canadian Geotechnical Journal, 23, No. 1, 435-440.
    • (1986) Canadian Geotechnical Journal , vol.23 , Issue.1 , pp. 435-440
    • Guido, V.A.1    Dong, K.G.2    Sweeny, A.3
  • 17
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M. & White, H. (1989). Multilayer feedforward networks are universal approximators. Neural Networks, 2, No. 5, 359-366.
    • (1989) Neural Networks , vol.2 , Issue.5 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 18
    • 0030911234 scopus 로고    scopus 로고
    • Ultimate bearing capacity and settlement of footings on reinforced sandy ground
    • Huang, C. C. & Menq, F. Y. (1997). Ultimate bearing capacity and settlement of footings on reinforced sandy ground. Journal of Geotechnical and Geoenvironmental Engineeriqg, 123, No. 1, 30-36.
    • (1997) Journal of Geotechnical and Geoenvironmental Engineeriqg , vol.123 , Issue.1 , pp. 30-36
    • Huang, C.C.1    Menq, F.Y.2
  • 19
    • 0025199634 scopus 로고
    • Bearing capacity of reinforced sandy ground
    • Huang, C. C. & Tatsuoka, F. (1990). Bearing capacity of reinforced sandy ground. Geotextiles and Geomembranes, 9, No. 1, 51-82.
    • (1990) Geotextiles and Geomembranes , vol.9 , Issue.1 , pp. 51-82
    • Huang, C.C.1    Tatsuoka, F.2
  • 22
    • 0041995547 scopus 로고
    • Bearing capacity of two closely spaced strip foundations on geogrid-reinforced sand
    • (Ochiai, H., Hayashi, S. and Otani, J. (eds)). Balkema, Rotterdam, No
    • Khing, K. H., Das, B. M., Puri, V. K., Cook, E. E. & Yen, S. C. (1992). Bearing capacity of two closely spaced strip foundations on geogrid-reinforced sand. In Proceedings of the International Symposium on Earth Reinforcement Practice, (Ochiai, H., Hayashi, S. and Otani, J. (eds)). Balkema, Rotterdam, No. 1, pp. 619-624.
    • (1992) Proceedings of the International Symposium on Earth Reinforcement Practice , Issue.1 , pp. 619-624
    • Khing, K.H.1    Das, B.M.2    Puri, V.K.3    Cook, E.E.4    Yen, S.C.5
  • 23
    • 0027333720 scopus 로고
    • The bearing capacity of a strip foundation on geogrid reinforced sand
    • Khing, K. H., Das, B. M., Puri, V. K., Cook, E. E. & Yen, S. C. (1993). The bearing capacity of a strip foundation on geogrid reinforced sand. Geotextiles and Geomembranes, 12, No. 4, 351-361.
    • (1993) Geotextiles and Geomembranes , vol.12 , Issue.4 , pp. 351-361
    • Khing, K.H.1    Das, B.M.2    Puri, V.K.3    Cook, E.E.4    Yen, S.C.5
  • 24
    • 0001728122 scopus 로고    scopus 로고
    • Applications of artificial neural networks to forecasting of surface water quality variables: Issues, applications and challenges'
    • R. S. & and Rao, A. R., Editors, Kluwer, Dordrecht, The Netherlands
    • Maier, H. R. & Dandy, G. C. (2000). Applications of artificial neural networks to forecasting of surface water quality variables: issues, applications and challenges.' In Artificial Neural Networks in Hydrology, Govindaraju, R. S. & and Rao, A. R., Editors, Kluwer, Dordrecht, The Netherlands, pp. 287-309.
    • (2000) Artificial Neural Networks in Hydrology, Govindaraju , pp. 287-309
    • Maier, H.R.1    Dandy, G.C.2
  • 26
  • 29
    • 24744440412 scopus 로고    scopus 로고
    • Settlement and bearing capacity of footings on reinforced sand
    • (Ochiai, H. Yasufuku, N. and Omine, K. (eds)). Balkema, Rotterdam
    • Nataraj, M. S., McManis, K. L. & Hoadley, P. G. (1996). Settlement and bearing capacity of footings on reinforced sand. In Earth Reinforcement, (Ochiai, H. Yasufuku, N. and Omine, K. (eds)). Balkema, Rotterdam, pp. 635-640.
    • (1996) Earth Reinforcement , pp. 635-640
    • Nataraj, M.S.1    McManis, K.L.2    Hoadley, P.G.3
  • 30
    • 0027610005 scopus 로고
    • Ultimate bearing capacity of rectangular foundations on geogrid-reinforced sand
    • Omar, M. T., Das, B. M., Yen, S. C., Puri, V. K. & Cook, E. E. (1993a). Ultimate bearing capacity of rectangular foundations on geogrid-reinforced sand. Geotechnical Testing Journal, 16, No. 2, 246-252.
    • (1993) Geotechnical Testing Journal , vol.16 , Issue.2 , pp. 246-252
    • Omar, M.T.1    Das, B.M.2    Yen, S.C.3    Puri, V.K.4    Cook, E.E.5
  • 31
    • 0027790110 scopus 로고
    • Ultimate bearing capacity of shallow foundations on sand with geogrid reinforcement
    • Omar, M. T., Das, B. M., Yen, S. C. & Puri, V. K. (1993b). Ultimate bearing capacity of shallow foundations on sand with geogrid reinforcement. Canadian Journal of Geotechnical Engineering, 30, No. 3, 545-549.
    • (1993) Canadian Journal of Geotechnical Engineering , vol.30 , Issue.3 , pp. 545-549
    • Omar, M.T.1    Das, B.M.2    Yen, S.C.3    Puri, V.K.4
  • 33
    • 0022471098 scopus 로고
    • Learning representations by backpropagation error
    • Rumelhart, D. E., Hinton, G. E. & Williams, R. J. (1986). Learning representations by backpropagation error. Nature, 323, No. 9, 533-536.
    • (1986) Nature , vol.323 , Issue.9 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 35
    • 16444364474 scopus 로고    scopus 로고
    • Data division for developing neural networks applied to geotechnical engineering
    • Shahin, M. A., Maier, H. R. & Jaksa, M. B. (2004). Data division for developing neural networks applied to geotechnical engineering. Journal of Computing in Civil Engineering, ASCE, 18, No. 2, 105-114.
    • (2004) Journal of Computing in Civil Engineering, ASCE , vol.18 , Issue.2 , pp. 105-114
    • Shahin, M.A.1    Maier, H.R.2    Jaksa, M.B.3
  • 36
    • 0034091227 scopus 로고    scopus 로고
    • Experimental study of bearing capacity of a strip foundation on geogrid-reinforced sand
    • Shin, E. C. & Das, B. M. (2000). Experimental study of bearing capacity of a strip foundation on geogrid-reinforced sand. Geosynthetics International, 7, No. 1, 59-71.
    • (2000) Geosynthetics International , vol.7 , Issue.1 , pp. 59-71
    • Shin, E.C.1    Das, B.M.2
  • 38
    • 0005319448 scopus 로고
    • Bearing capacity of reinforced soil beds
    • PhD thesis, Indian Institute of Science, Bangalore, India
    • Singh, H. R. (1988). Bearing capacity of reinforced soil beds. PhD thesis, Indian Institute of Science, Bangalore, India.
    • (1988)
    • Singh, H.R.1
  • 40
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predictions
    • Stone, M. (1974). Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society, B, 36, No. 1, 111-147.
    • (1974) Journal of the Royal Statistical Society, B , vol.36 , Issue.1 , pp. 111-147
    • Stone, M.1
  • 41
    • 2142766477 scopus 로고    scopus 로고
    • Use of artificial neural networks in geomechanical and pavement systems
    • Transportation Research Board December (E-C012)
    • Transportation Research Board (1999). Use of artificial neural networks in geomechanical and pavement systems. Transportation Research Circular, December (E-C012), 1-18.
    • (1999) Transportation Research Circular , pp. 1-18
  • 42
    • 0028667285 scopus 로고
    • Bearing capacity of rectangular footings on geogrid-reinforced sand
    • Yetimoglu, T., Wu, J. T. H. & Saglamer, A. (1994). Bearing capacity of rectangular footings on geogrid-reinforced sand. Journal of Geotechnical Engineering, ASCE, 120, No. 12, 2083-2099.
    • (1994) Journal of Geotechnical Engineering, ASCE , vol.120 , Issue.12 , pp. 2083-2099
    • Yetimoglu, T.1    Wu, J.T.H.2    Saglamer, A.3
  • 43
    • 31744451399 scopus 로고    scopus 로고
    • Design of geosynthetics reinforced foundations by the slip-line method
    • (Sarkar, S. S. (ed.)). Balkema, Rotterdam
    • Zhao, A., Riccutti, A. & Gupta, V. (1998). Design of geosynthetics reinforced foundations by the slip-line method. In Geohorizon: State of the Art in Geosynthetics Technology (Sarkar, S. S. (ed.)). Balkema, Rotterdam, pp. 283-293.
    • (1998) Geohorizon: State of the Art in Geosynthetics Technology , pp. 283-293
    • Zhao, A.1    Riccutti, A.2    Gupta, V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.