메뉴 건너뛰기




Volumn 18, Issue 6, 2011, Pages 1207-1213

Comparison of group method of data handling based genetic programming and back propagation systems to predict scour depth around bridge piers

Author keywords

Back propagation; Genetic programming; GMDH network; Scour depth; Traditional equations

Indexed keywords

BACKPROPAGATION ALGORITHMS; BRIDGE PIERS; DATA HANDLING; FLOW VELOCITY; FLUID DYNAMICS; FORECASTING; GENETIC ALGORITHMS; SCOUR; SENSITIVITY ANALYSIS;

EID: 84855871299     PISSN: 10263098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.scient.2011.11.017     Document Type: Article
Times cited : (116)

References (39)
  • 1
    • 84855887462 scopus 로고    scopus 로고
    • A laboratory sensitivity study of hydraulic parameters important in the deployment of fixed in-place scour-monitoring devices
    • E. Neseem, A. Ramachandra Rao, and A.G. Altschueffl A laboratory sensitivity study of hydraulic parameters important in the deployment of fixed in-place scour-monitoring devices Joint Transport. Res. Program. 2000
    • (2000) Joint Transport. Res. Program.
    • Neseem, E.1    Ramachandra Rao, A.2    Altschueffl, A.G.3
  • 2
    • 0003082092 scopus 로고
    • Planning for a comprehensive bridge safety assurance program
    • A.M. Shirole, and R.C. Holt Planning for a comprehensive bridge safety assurance program Transp. Res. Rec. 1290 1991 39 50
    • (1991) Transp. Res. Rec. , vol.1290 , pp. 39-50
    • Shirole, A.M.1    Holt, R.C.2
  • 5
    • 0040154329 scopus 로고
    • Scour around bridge piers and abutments
    • Bull. Iowa Road Res. Board
    • L.M. Laursen, and A. Toch Scour around bridge piers and abutments Bulletin 4 1956 Bull. Iowa Road Res. Board
    • (1956) Bulletin , vol.4
    • Laursen, L.M.1    Toch, A.2
  • 9
    • 0024088722 scopus 로고
    • Design method for local scour at bridge piers
    • Oct. 1988
    • B.W. Melville, and A.J. Sutherland Design method for local scour abridge piers J. Hydraul. Eng. 114 10 1988 1210 1226 (Pubitemid 215829)
    • (1988) J. Hydraul. Engng. (ASCE) , vol.114 , Issue.10 , pp. 1210-1226
    • Melville, B.W.1    Sutherland, A.J.2
  • 10
    • 0013360625 scopus 로고
    • Design method for local scour at bridge pier
    • R. Ettema Design method for local scour at bridge pier Proc. J. Hydraul. Eng. 116 10 1990 1290 1292
    • (1990) Proc. J. Hydraul. Eng. , vol.116 , Issue.10 , pp. 1290-1292
    • Ettema, R.1
  • 11
    • 0026931120 scopus 로고
    • Reliability-based pier scour engineering
    • P.A. Johnson Reliability-based pier scour engineering J. Hydraul. Eng. 118 10 1992 1344 1357
    • (1992) J. Hydraul. Eng. , vol.118 , Issue.10 , pp. 1344-1357
    • Johnson, P.A.1
  • 12
    • 0029414301 scopus 로고
    • Clear water scour at circular piers
    • S. Dey, S.K. Bose, and G.L.N. Sastry Clear water scour at circular piers J. Hydraul. Eng. 121 5 1995 869 876
    • (1995) J. Hydraul. Eng. , vol.121 , Issue.5 , pp. 869-876
    • Dey, S.1    Bose, S.K.2    Sastry, G.L.N.3
  • 14
    • 0037670169 scopus 로고    scopus 로고
    • Design method of time-dependent local scour at circular bridge pier
    • DOI 10.1061/(ASCE)0733-9429(2003)129:6(420)
    • F. Mia, and H. Nago Design method of time-dependent local scour at circular bridge pier J. Hydraul. Eng. 129 6 2003 420 427 (Pubitemid 36738639)
    • (2003) Journal of Hydraulic Engineering , vol.129 , Issue.6 , pp. 420-427
    • Mia, F.1    Nago, H.2
  • 15
    • 8644239358 scopus 로고    scopus 로고
    • Large scale clear-water local pier scour experiments
    • DOI 10.1061/(ASCE)0733-9429(2004)
    • D.M. Sheppard, M. Odeh, and T. Glasser Large scale clear-water local pier scour experiments J. Hydraul. Eng. 130 10 2004 957 963 (Pubitemid 39500686)
    • (2004) Journal of Hydraulic Engineering , vol.130 , Issue.10 , pp. 957-963
    • Sheppard, D.M.1    Odeh, M.2    Glasser, T.3
  • 16
    • 33745236080 scopus 로고    scopus 로고
    • Live-bed local pier scour experiments
    • D. Max. Sheppard, and W. Miller Live-bed local pier scour experiments J. Hydraul. Eng. 132 7 2006 635 642
    • (2006) J. Hydraul. Eng. , vol.132 , Issue.7 , pp. 635-642
    • Sheppard, D.Max.1    Miller, W.2
  • 17
    • 26444480333 scopus 로고    scopus 로고
    • Neural networks for estimation of scour downstream of a ski-jump bucket
    • DOI 10.1061/(ASCE)0733-9429(2005)131:10(898)
    • H.M. Azamathullah, M.C. Deo, and P.B. Deolalikar Neural networks for estimation of scour downstream of a ski-jump bucket J. Hydraul. Eng. 131 10 2005 898 908 (Pubitemid 41419825)
    • (2005) Journal of Hydraulic Engineering , vol.131 , Issue.10 , pp. 898-908
    • Azmathullah, H.Md.1    Deo, M.C.2    Deolalikar, P.B.3
  • 19
    • 68749103188 scopus 로고    scopus 로고
    • Linear genetic programming for prediction of circular pile scour
    • A. Guven, H.Md. Azamathulla, and N.A. Zakaria Linear genetic programming for prediction of circular pile scour Ocean Eng. 39 2009 985 991
    • (2009) Ocean Eng. , vol.39 , pp. 985-991
    • Guven, A.1    Azamathulla, H.Md.2    Zakaria, N.A.3
  • 20
    • 33847679664 scopus 로고    scopus 로고
    • Neural network and neuro-fuzzy assessments for scour depth around bridge piers
    • DOI 10.1016/j.engappai.2006.06.012, PII S0952197606001230
    • S.M. Bateni, S.M. Borghei, and D.-S. Jeng Neural network and neuro-fuzzy assessments for scour depth around bridge piers Eng. Appl. Artif. Intell. 20 2007 401 414 (Pubitemid 46366651)
    • (2007) Engineering Applications of Artificial Intelligence , vol.20 , Issue.3 , pp. 401-414
    • Bateni, S.M.1    Borghei, S.M.2    Jeng, D.-S.3
  • 21
    • 0025404409 scopus 로고
    • Fuzzy logic in control systems: Fuzzy logic controller
    • C.C. Lee Fuzzy logic in control systems: fuzzy logic controller IEEE Trans. Syst. Man Cybern. 20 2 1990 404 434
    • (1990) IEEE Trans. Syst. Man Cybern. , vol.20 , Issue.2 , pp. 404-434
    • Lee, C.C.1
  • 23
    • 59349097197 scopus 로고    scopus 로고
    • NSPT correlation using GMDH type neural networks and genetic algorithms
    • NSPT correlation using GMDH type neural networks and genetic algorithms Eng. Geo. 104 12 2009 144 155
    • (2009) Eng. Geo. , vol.104 , Issue.12 , pp. 144-155
    • Kalantary, F.1    Ardalan, H.2    Nariman-Zadeh, N.3
  • 24
    • 49049121001 scopus 로고    scopus 로고
    • Modelling of multiple short-length-scale stall cells in an axial compressor using evolved GMDH neural networks
    • N. Amanifard, N. Nariman-Zadeh, M.H. Farahani, and A. Khalkhali Modelling of multiple short-length-scale stall cells in an axial compressor using evolved GMDH neural networks J. Energy Convers. Manage. 49 2008 2588 2594
    • (2008) J. Energy Convers. Manage. , vol.49 , pp. 2588-2594
    • Amanifard, N.1    Nariman-Zadeh, N.2    Farahani, M.H.3    Khalkhali, A.4
  • 25
    • 33644614517 scopus 로고    scopus 로고
    • A GMDH neural network-based approach to robust fault diagnosis: Application to the DAMADICS benchmark problem
    • M. Witczak, J. Korbicz, M. Mrugalski, and R. Patton A GMDH neural network-based approach to robust fault diagnosis: application to the DAMADICS benchmark problem J. Control Eng. Pract. 14 6 2006 671 683
    • (2006) J. Control Eng. Pract. , vol.14 , Issue.6 , pp. 671-683
    • Witczak, M.1    Korbicz, J.2    Mrugalski, M.3    Patton, R.4
  • 26
    • 60549115783 scopus 로고    scopus 로고
    • Investigating the efficiency in oil futures market based on GMDH approach
    • M. Mehrara, A. Moeini, M. Ahrari, and A. Erfanifard Investigating the efficiency in oil futures market based on GMDH approach Exp. Syst. with Appl. 36 4 2009 7479 7483
    • (2009) Exp. Syst. with Appl. , vol.36 , Issue.4 , pp. 7479-7483
    • Mehrara, M.1    Moeini, A.2    Ahrari, M.3    Erfanifard, A.4
  • 27
    • 55949130863 scopus 로고    scopus 로고
    • Energy demand prediction using GMDH networks
    • D. Srinivasan Energy demand prediction using GMDH networks Neurocomputing 72 13 2008 625 629
    • (2008) Neurocomputing , vol.72 , Issue.13 , pp. 625-629
    • Srinivasan, D.1
  • 29
    • 68149119062 scopus 로고    scopus 로고
    • Validation of some bridge pier scour formulae using field and laboratory data
    • T.H. Mohammed, M.J.M.M. Noor, A.H. Ghazali, and B.B.K. Huat Validation of some bridge pier scour formulae using field and laboratory data Amer. J. Environ. Sci. 1 2 2005 119 125
    • (2005) Amer. J. Environ. Sci. , vol.1 , Issue.2 , pp. 119-125
    • Mohammed, T.H.1    Noor, M.J.M.M.2    Ghazali, A.H.3    Huat, B.B.K.4
  • 31
    • 0018003123 scopus 로고
    • The group method of data handling in long-range forecasting
    • A.G. Ivakhnenko The group method of data handling in long-range forecasting Technol. Forecast. Soc. Change 12 23 1978 213 217
    • (1978) Technol. Forecast. Soc. Change , vol.12 , Issue.23 , pp. 213-217
    • Ivakhnenko, A.G.1
  • 33
    • 0034498120 scopus 로고    scopus 로고
    • A GMDH network using back propagation and its application to a controller design
    • A. Sakaguchi, and T. Yamamoto A GMDH network using back propagation and its application to a controller design J. IEEE 4 2000 2691 2697
    • (2000) J. IEEE , vol.4 , pp. 2691-2697
    • Sakaguchi, A.1    Yamamoto, T.2
  • 35
    • 0035247432 scopus 로고    scopus 로고
    • A comparison of linear genetic programming and neural networks in medical data mining
    • DOI 10.1109/4235.910462, PII S1089778X0102135X
    • M. Brameier, and W. Banzhaf A comparison of linear genetic programming and neural networks in medical data mining IEEE Trans. Evol. Comput. 5 2001 17 26 (Pubitemid 32330494)
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.1 , pp. 17-26
    • Brameier, M.1    Banzhaf, W.2
  • 39
    • 0002433997 scopus 로고    scopus 로고
    • Extending genetic programming with recombinative guidance
    • P. Angeline, K. Kinnear, MIT Press Cambridge
    • H. Iba, and H. de Garis Extending genetic programming with recombinative guidance P. Angeline, K. Kinnear, Advances in Genetic Programming vol. 2 1996 MIT Press Cambridge
    • (1996) Advances in Genetic Programming , vol.2
    • Iba, H.1    De Garis, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.