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Volumn 8, Issue 7 B, 2012, Pages 5045-5054

Prediction of scour depth at culvert outlets using Gene-Expression Programming

Author keywords

Artificial neural networks; Culverts; Gene expression programming; Genetic programming; Local scour; Radial basis function

Indexed keywords

ACCURATE ESTIMATION; ALTERNATIVE APPROACH; DATA SETS; LABORATORY MEASUREMENTS; LOCAL SCOUR; RADIAL BASIS FUNCTIONS; RANDOM SUBSETS; REGRESSION EQUATION; SCOUR DEPTH;

EID: 84862337215     PISSN: 13494198     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (22)

References (31)
  • 1
    • 0029141117 scopus 로고
    • Scour below unsubmerged full owing culvert outlets
    • S. Y. Lim, Scour below unsubmerged full owing culvert outlets, Proc. of Inst. Civil Engrs Water, Maritime and Energy, vol.112, no.2, pp.136-149, 1995.
    • (1995) Proc. of Inst. Civil Engrs Water, Maritime and Energy , vol.112 , Issue.2 , pp. 136-149
    • Lim, S.Y.1
  • 2
    • 1642377104 scopus 로고    scopus 로고
    • Prediction of scour depth at culvert outlets using neural networks
    • S. L. Liriano and R. A. Day, Prediction of scour depth at culvert outlets using neural networks, J. Hydroinformatics, vol.3, no.4, pp.231-238, 2001.
    • (2001) J. Hydroinformatics , vol.3 , Issue.4 , pp. 231-238
    • Liriano, S.L.1    Day, R.A.2
  • 3
    • 81155141234 scopus 로고    scopus 로고
    • An ANFIS-based approach for predicting the scour depth at culvert outlets
    • H. Md. Azamathulla and A. A. Ghani, An ANFIS-based approach for predicting the scour depth at culvert outlets, J. of Pipeline system and Engineering Practice, vol.2, no.1, pp.35-40, 2011.
    • (2011) J. of Pipeline system and Engineering Practice , vol.2 , Issue.1 , pp. 35-40
    • Azamathulla, H.1    Ghani, A.A.2
  • 4
    • 0009241379 scopus 로고
    • Master Thesis, Colorado State University
    • T. R. Opie, Scour at Culvert Outlets, Master Thesis, Colorado State University, 1967.
    • (1967) Scour at Culvert Outlets
    • Opie, T.R.1
  • 5
    • 0017705642 scopus 로고
    • Erosion by circular turbulent wall jets
    • N. Rajaratnam and B. Berry, Erosion by circular turbulent wall jets, J. Hydraul. Res., vol.15, no.3, pp.277-289, 1977.
    • (1977) J. Hydraul. Res. , vol.15 , Issue.3 , pp. 277-289
    • Rajaratnam, N.1    Berry, B.2
  • 6
    • 0019358955 scopus 로고
    • Erosion by plane turbulent wall jets
    • N. Rajaratnam, Erosion by plane turbulent wall jets, J. Hydraul. Res., vol.19, no.4, pp.339-358, 1981.
    • (1981) J. Hydraul. Res. , vol.19 , Issue.4 , pp. 339-358
    • Rajaratnam, N.1
  • 8
    • 0020517251 scopus 로고
    • Erosion by plane wall jets with minimum tailwater
    • N. Rajaratnam and R. K. MacDougall, Erosion by plane wall jets with minimum tailwater, J. Hydrol. Eng., vol.109, no.7, pp.1061-1064, 1983.
    • (1983) J. Hydrol. Eng. , vol.109 , Issue.7 , pp. 1061-1064
    • Rajaratnam, N.1    McDougall, R.K.2
  • 9
    • 0006568275 scopus 로고
    • A comprehensive generalised study of scour at cantilevered pipe outlets
    • F. W. Blaisdell and C. L. Anderson, A comprehensive generalised study of scour at cantilevered pipe outlets, J. Hydraul. Res., vol.26, no.4, pp.357-376, 1988.
    • (1988) J. Hydraul. Res. , vol.26 , Issue.4 , pp. 357-376
    • Blaisdell, F.W.1    Anderson, C.L.2
  • 10
    • 0026155512 scopus 로고
    • Local scour downstream of box-culvert outlets
    • H. Abida and R. D. Townsend, Local scour downstream of box-culvert outlets, J. Irrig. Drain Eng., vol.117, pp.425-440, 1991.
    • (1991) J. Irrig. Drain Eng. , vol.117 , pp. 425-440
    • Abida, H.1    Townsend, R.D.2
  • 11
    • 0030241365 scopus 로고    scopus 로고
    • Local scour by a deeply submerged horizontal circular jet
    • Y. M. Chiew and S. Y. Lim, Local scour by a deeply submerged horizontal circular jet, J. Hydrol. Eng., vol.122, pp.529-532, 1996.
    • (1996) J. Hydrol. Eng. , vol.122 , pp. 529-532
    • Chiew, Y.M.1    Lim, S.Y.2
  • 12
    • 54249085849 scopus 로고    scopus 로고
    • Prediction of scour downstream of grade-control structures using neural networks
    • A. Guven and M. Gunal, Prediction of scour downstream of grade-control structures using neural networks, J. Hydraul. Eng., vol.134, no.11, pp.1656-1660, 2008.
    • (2008) J. Hydraul. Eng. , vol.134 , Issue.11 , pp. 1656-1660
    • Guven, A.1    Gunal, M.2
  • 13
    • 41749119185 scopus 로고    scopus 로고
    • Genetic programming for prediction of local scour downstream of grade-control structures
    • A. Guven and M. Gunal, Genetic programming for prediction of local scour downstream of grade-control structures, J. Irrig. Drain Eng., vol.134, no.2, pp.241-249, 2008.
    • (2008) J. Irrig. Drain Eng. , vol.134 , Issue.2 , pp. 241-249
    • Guven, A.1    Gunal, M.2
  • 14
    • 26444480333 scopus 로고    scopus 로고
    • Neural networks for estimation of scour downstream of ski-jump bucket
    • H. Md. Azmathullah, M. C. Deo and P. B. Deolalikar, Neural networks for estimation of scour downstream of ski-jump bucket, J. Hydraul. Eng., vol.131, no.10, pp.898-908, 2005.
    • (2005) J. Hydraul. Eng. , vol.131 , Issue.10 , pp. 898-908
    • Azmathullah, H.1    Deo, M.C.2    Deolalikar, P.B.3
  • 15
    • 41549084200 scopus 로고    scopus 로고
    • Alternative neural networks to estimate the scour below spillways
    • H. Md. Azamathulla, M. C. Deo and P. B. Deolalikar, Alternative neural networks to estimate the scour below spillways, Advances in Engineering Software, vol.39, no.8, pp.689-698, 2008.
    • (2008) Advances in Engineering Software , vol.39 , Issue.8 , pp. 689-698
    • Azamathulla, H.1    Deo, M.C.2    Deolalikar, P.B.3
  • 16
    • 77950612797 scopus 로고    scopus 로고
    • Genetic programming to predict bridge pier scour
    • H. Md. Azamathulla, A. A. Ghani, N. A. Zakaria and G. Aytac, Genetic programming to predict bridge pier scour, J. Hydraul. Eng., vol.136, no.3, pp.165-169, 2010.
    • (2010) J. Hydraul. Eng. , vol.136 , Issue.3 , pp. 165-169
    • Azamathulla, H.1    Ghani, A.A.2    Zakaria, N.A.3    Aytac, G.4
  • 18
    • 80051758359 scopus 로고    scopus 로고
    • Data mining with a parallel rule induction system based on gene expression programming
    • W. R. Weinert and H. S. Lopes, Data mining with a parallel rule induction system based on gene expression programming, Int. J. Innovative Computing and Applications, vol.3, no.3, pp.136-143, 2011.
    • (2011) Int. J. Innovative Computing and Applications , vol.3 , Issue.3 , pp. 136-143
    • Weinert, W.R.1    Lopes, H.S.2
  • 19
    • 79953849344 scopus 로고    scopus 로고
    • Design of an intelligent novelty detection application
    • F. S. Tsai, Design of an intelligent novelty detection application, Int. J. Innovative Computing and Applications, vol.3, no.2, pp.105-116, 2011.
    • (2011) Int. J. Innovative Computing and Applications , vol.3 , Issue.2 , pp. 105-116
    • Tsai, F.S.1
  • 21
    • 0022880743 scopus 로고
    • Local scour caused by submerged wall jets
    • K. H. M. Ali and S. Y. Lim, Local scour caused by submerged wall jets, Proc. of Inst. Civil Engrs., vol.81, no.2, pp.607-645, 1986.
    • (1986) Proc. of Inst. Civil Engrs. , vol.81 , Issue.2 , pp. 607-645
    • Ali, K.H.M.1    Lim, S.Y.2
  • 22
    • 0031639590 scopus 로고
    • Generalised study of erosion by circular horizontal turbulent jets
    • F. Ade and N. Rajaratnam, Generalised study of erosion by circular horizontal turbulent jets, J. Hydraul. Res., vol.36, no.4, pp.613-635, 1988.
    • (1988) J. Hydraul. Res. , vol.36 , Issue.4 , pp. 613-635
    • Ade, F.1    Rajaratnam, N.2
  • 23
    • 0032193276 scopus 로고    scopus 로고
    • Effect of sediment gradation on erosion by plane turbulent wall jets
    • O. Aderibigbe and N. Rajaratnam, Effect of sediment gradation on erosion by plane turbulent wall jets, J. Hydrol. Eng., vol.124, no.10, pp.1034-1042, 1998.
    • (1998) J. Hydrol. Eng. , vol.124 , Issue.10 , pp. 1034-1042
    • Aderibigbe, O.1    Rajaratnam, N.2
  • 25
    • 82355183599 scopus 로고    scopus 로고
    • Gene-expression programming for sediment transport in sewer pipe systems
    • A. A. Ghani and H. Md. Azamathulla, Gene-expression programming for sediment transport in sewer pipe systems, J. Pipeline Systems Engineering and Practice, vol.2, no.3, pp.102-106, 2011.
    • (2011) J. Pipeline Systems Engineering and Practice , vol.2 , Issue.3 , pp. 102-106
    • Ghani, A.A.1    Azamathulla, H.2
  • 27
    • 0347499408 scopus 로고    scopus 로고
    • Gene expression programming: A new adaptive algorithm for solving problems
    • C. Ferreira, Gene expression programming: A new adaptive algorithm for solving problems, Complex Systems, vol.13, no.2, pp.87-129, 2001.
    • (2001) Complex Systems , vol.13 , Issue.2 , pp. 87-129
    • Ferreira, C.1
  • 29
    • 68049113510 scopus 로고    scopus 로고
    • A new approach for stage-discharge relationship: Gene-expression program-ming
    • A. Guven and A. Aytek, A new approach for stage-discharge relationship: Gene-expression program-ming, J. Hydrol. Eng., vol.14, no.8, pp.812-820, 2009.
    • (2009) J. Hydrol. Eng. , vol.14 , Issue.8 , pp. 812-820
    • Guven, A.1    Aytek, A.2
  • 30
    • 0034174280 scopus 로고    scopus 로고
    • The ASCE task committee on application of artificial neural networks in hydrology
    • American Society of Civil Engineers Task Committee
    • American Society of Civil Engineers Task Committee, The ASCE task committee on application of artificial neural networks in hydrology, J. Hydrol. Eng., vol.5, no.2, pp.115-137, 2000.
    • (2000) J. Hydrol. Eng. , vol.5 , Issue.2 , pp. 115-137
  • 31
    • 0021515626 scopus 로고
    • Unified culvert scour determination
    • S. R. Abt, R. L. Kloberdanz and C. Mendoza, Unified culvert scour determination, J. Hydrol. Eng., vol.110, pp.1475-1479, 1984.
    • (1984) J. Hydrol. Eng. , vol.110 , pp. 1475-1479
    • Abt, S.R.1    Kloberdanz, R.L.2    Mendoza, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.