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Volumn 25, Issue 11, 2011, Pages 2901-2916

Gene-Expression Programming for the Development of a Stage-Discharge Curve of the Pahang River

Author keywords

Flooding; GEP; GP; Pahang River; Regression; Stage discharge

Indexed keywords

GEP; GP; PAHANG RIVER; REGRESSION; STAGE-DISCHARGE;

EID: 80051665368     PISSN: 09204741     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11269-011-9845-7     Document Type: Article
Times cited : (107)

References (53)
  • 1
    • 39849091610 scopus 로고    scopus 로고
    • A genetic programming approach to suspended sediment modeling
    • Aytek A, Kisi O (2008) A genetic programming approach to suspended sediment modeling. J Hydrol 351: 288-298.
    • (2008) J Hydrol , vol.351 , pp. 288-298
    • Aytek, A.1    Kisi, O.2
  • 2
    • 79952697761 scopus 로고    scopus 로고
    • Genetic programming for longitudinal dispersion coefficients in streams
    • Azmathulla HMd, Ghani AAb (2011) Genetic programming for longitudinal dispersion coefficients in streams. Water Resour Manag 25(6): 1537-1544.
    • (2011) Water Resour Manag , vol.25 , Issue.6 , pp. 1537-1544
    • Azmathulla, H.1    Ghani, A.2
  • 4
    • 0036997582 scopus 로고    scopus 로고
    • Rainfall-runoff modeling based on genetic programming
    • Babovic V, Keijzer M (2000a) Rainfall-runoff modeling based on genetic programming. Nord Hydrol 33(5): 331-346.
    • (2000) Nord Hydrol , vol.33 , Issue.5 , pp. 331-346
    • Babovic, V.1    Keijzer, M.2
  • 5
    • 0002158924 scopus 로고    scopus 로고
    • Genetic programming as a model induction engine
    • Babovic V, Keijzer M (2000b) Genetic programming as a model induction engine. J Hydroinform 2(1): 35-60.
    • (2000) J Hydroinform , vol.2 , Issue.1 , pp. 35-60
    • Babovic, V.1    Keijzer, M.2
  • 7
    • 33846455432 scopus 로고    scopus 로고
    • Simple flume for flow measurement in sloping channel
    • Baiamonte G, Ferro V (2007) Simple flume for flow measurement in sloping channel. J Irrig Drain Eng 133(1): 71-78.
    • (2007) J Irrig Drain Eng , vol.133 , Issue.1 , pp. 71-78
    • Baiamonte, G.1    Ferro, V.2
  • 8
    • 80051666970 scopus 로고    scopus 로고
    • ARIMA models versus gene expression programming in precipitation modeling
    • WSEAS Press, (ISBN 978-960-474-067-3, ISSN 1790-5109)
    • Bǎrbulescu A, Bǎutu E (2009) ARIMA models versus gene expression programming in precipitation modeling. Recent Advances in Evolutionary Computing, WSEAS Press, pp. 112-117 (ISBN 978-960-474-067-3, ISSN 1790-5109).
    • (2009) Recent Advances in Evolutionary Computing , pp. 112-117
    • Bǎrbulescu, A.1    Bǎutu, E.2
  • 9
    • 12144264770 scopus 로고    scopus 로고
    • Neural networks and M5 model trees in modeling water level-discharge relationship
    • Bhattacharya B, Solomatine DP (2005) Neural networks and M5 model trees in modeling water level-discharge relationship. Neurocomputing 63: 381-396.
    • (2005) Neurocomputing , vol.63 , pp. 381-396
    • Bhattacharya, B.1    Solomatine, D.P.2
  • 10
    • 0035247432 scopus 로고    scopus 로고
    • A comparison of linear genetic programming and neural networks in medical data mining
    • Brameier M, Banzhaf W (2001) A comparison of linear genetic programming and neural networks in medical data mining. IEEE Trans Evol Comput 5: 17-26.
    • (2001) IEEE Trans Evol Comput , vol.5 , pp. 17-26
    • Brameier, M.1    Banzhaf, W.2
  • 11
    • 85009638036 scopus 로고    scopus 로고
    • Sustainable management of rivers in Malaysia: involving all stakeholders
    • Chan NW (2005) Sustainable management of rivers in Malaysia: involving all stakeholders. Int J River Basin Manag 3(3): 147-162.
    • (2005) Int J River Basin Manag , vol.3 , Issue.3 , pp. 147-162
    • Chan, N.W.1
  • 12
    • 33747297499 scopus 로고    scopus 로고
    • Accuracy of annual volume from current-meter-based discharges
    • Clemmens AJ, Wahlin BT (2006) Accuracy of annual volume from current-meter-based discharges. J Hydrol Eng 11(5): 489-501.
    • (2006) J Hydrol Eng , vol.11 , Issue.5 , pp. 489-501
    • Clemmens, A.J.1    Wahlin, B.T.2
  • 13
    • 0345358243 scopus 로고    scopus 로고
    • Centre for Systems and Control Engineering. Report No. 97/03, School of Engineering, University of Exeter, Exeter, United Kingdom
    • Cousin N, Savic DA (1997) A rainfall-runoff model using genetic programming. Centre for Systems and Control Engineering. Report No. 97/03, School of Engineering, University of Exeter, Exeter, United Kingdom, p 70.
    • (1997) A rainfall-runoff model using genetic programming , pp. 70
    • Cousin, N.1    Savic, D.A.2
  • 14
    • 0006975183 scopus 로고    scopus 로고
    • Method for identification of explicit polynomial formulae for the friction in turbulent pipe flow
    • Davidson JW, Savic DA, Walters GA (1999) Method for identification of explicit polynomial formulae for the friction in turbulent pipe flow. J Hydroinform 1(2): 115-126.
    • (1999) J Hydroinform , vol.1 , Issue.2 , pp. 115-126
    • Davidson, J.W.1    Savic, D.A.2    Walters, G.A.3
  • 15
    • 57849124549 scopus 로고    scopus 로고
    • Multi-objective classification rule mining using gene expression programming
    • 978-0-7695-3407-7/08 $25. 00 © 2008 IEEE. doi: 10. 1109/ICCIT. 2008. 27
    • Dehuri S, Cho SB (2008) Multi-objective classification rule mining using gene expression programming. Third 2008 International Conference on Convergence and Hybrid Information Technology, 978-0-7695-3407-7/08 $25. 00 © 2008 IEEE. doi: 10. 1109/ICCIT. 2008. 27.
    • (2008) Third 2008 International Conference on Convergence and Hybrid Information Technology
    • Dehuri, S.1    Cho, S.B.2
  • 16
    • 0037388488 scopus 로고    scopus 로고
    • A fuzzy neural network model for deriving the river stage-discharge relationship
    • Deka P, Chandramouli V (2003) A fuzzy neural network model for deriving the river stage-discharge relationship. Hydrol Sci 48(2): 197-209.
    • (2003) Hydrol Sci , vol.48 , Issue.2 , pp. 197-209
    • Deka, P.1    Chandramouli, V.2
  • 17
    • 0242415241 scopus 로고    scopus 로고
    • Prediction and modeling of the rainfall-runoff transformation of a typical urban basin using ANN and GP
    • Dorado J, Rabunal JR, Pazos A, Rivero D, Santos A, Puertas J (2003) Prediction and modeling of the rainfall-runoff transformation of a typical urban basin using ANN and GP. Appl Artif Intell 17: 329-343.
    • (2003) Appl Artif Intell , vol.17 , pp. 329-343
    • Dorado, J.1    Rabunal, J.R.2    Pazos, A.3    Rivero, D.4    Santos, A.5    Puertas, J.6
  • 19
    • 66049118001 scopus 로고    scopus 로고
    • Performance evaluation of gene expression programming for hydraulic data mining
    • Eldrandaly K, Negm AA (2008) Performance evaluation of gene expression programming for hydraulic data mining. Int Arab J Inf Technol 5(2): 126-131.
    • (2008) Int Arab J Inf Technol , vol.5 , Issue.2 , pp. 126-131
    • Eldrandaly, K.1    Negm, A.A.2
  • 20
    • 85086240676 scopus 로고    scopus 로고
    • Using gene expression programming to develop a combined runoff estimate model from conventional rainfall-runoff model outputs
    • Cairns, Australia 13-17 July 2009
    • Fernando DAK, Shamseldin AY, Abrahart RJ (2009) Using gene expression programming to develop a combined runoff estimate model from conventional rainfall-runoff model outputs. 18th World IMACS / MODSIM Congress, Cairns, Australia 13-17 July 2009.
    • (2009) 18th World IMACS / MODSIM Congress
    • Fernando, D.A.K.1    Shamseldin, A.Y.2    Abrahart, R.J.3
  • 22
    • 0347499408 scopus 로고    scopus 로고
    • Gene expression programming: a new adaptive algorithm for solving problems
    • Ferreira C (2001b) Gene expression programming: a new adaptive algorithm for solving problems. Complex Syst 13(2): 87-129.
    • (2001) Complex Syst , vol.13 , Issue.2 , pp. 87-129
    • Ferreira, C.1
  • 24
    • 82355183599 scopus 로고    scopus 로고
    • Gene-expression programming for sediment transport in sewer pipe systems
    • doi:10.1061/(ASCE)PS.1949-1204.0000076
    • Ghani AA, Azamathulla HMd (2010) Gene-expression programming for sediment transport in sewer pipe systems. J Pipeline Syst Eng Pract, ASCE 2(3). doi: 10. 1061/(ASCE)PS. 1949-1204. 0000076.
    • (2010) J Pipeline Syst Eng Pract, ASCE
    • Ghani, A.A.1    Azamathulla, H.2
  • 26
    • 32444435850 scopus 로고    scopus 로고
    • Using genetic programming to determine Chezy resistance coefficient in corrugated channels
    • Giustolisi O (2004) Using genetic programming to determine Chezy resistance coefficient in corrugated channels. J Hydroinformatics 6(3): 157-173.
    • (2004) J Hydroinformatics , vol.6 , Issue.3 , pp. 157-173
    • Giustolisi, O.1
  • 28
    • 68049113510 scopus 로고    scopus 로고
    • A new approach for stage-discharge relationship: gene-expression programming
    • Guven A, Aytek A (2009) A new approach for stage-discharge relationship: gene-expression programming. J Hydrol Eng 14(8): 812-820.
    • (2009) J Hydrol Eng , vol.14 , Issue.8 , pp. 812-820
    • Guven, A.1    Aytek, A.2
  • 29
    • 41749119185 scopus 로고    scopus 로고
    • A genetic programming approach for prediction of local scour downstream hydraulic structures
    • Guven A, Gunal M (2008) A genetic programming approach for prediction of local scour downstream hydraulic structures. J Irrig and Drain Eng 132(4): 241-249.
    • (2008) J Irrig and Drain Eng , vol.132 , Issue.4 , pp. 241-249
    • Guven, A.1    Gunal, M.2
  • 30
    • 78751569704 scopus 로고    scopus 로고
    • Estimation of suspended sediment yield in natural rivers using machine-coded linear genetic programming
    • Guven A, Kisi O (2011) Estimation of suspended sediment yield in natural rivers using machine-coded linear genetic programming. Water Res Manag 25(2): 691-704.
    • (2011) Water Res Manag , vol.25 , Issue.2 , pp. 691-704
    • Guven, A.1    Kisi, O.2
  • 31
    • 68349106166 scopus 로고    scopus 로고
    • Genetic programming-based empirical model for daily reference evapotranspiration estimation
    • Guven A, Aytek A, Yuce MI, Aksoy H (2007) Genetic programming-based empirical model for daily reference evapotranspiration estimation. CLEAN-Soil, Air, Water Journal 36: 10-11.
    • (2007) CLEAN-Soil, Air, Water Journal , vol.36 , pp. 10-11
    • Guven, A.1    Aytek, A.2    Yuce, M.I.3    Aksoy, H.4
  • 32
    • 33645811537 scopus 로고    scopus 로고
    • Stage-discharge relations for low-gradient tidal streams using data driven models
    • Habib EH, Meselhe EA (2006) Stage-discharge relations for low-gradient tidal streams using data driven models. J Hydraul Eng 132(5): 482-492.
    • (2006) J Hydraul Eng , vol.132 , Issue.5 , pp. 482-492
    • Habib, E.H.1    Meselhe, E.A.2
  • 33
    • 85009570458 scopus 로고    scopus 로고
    • Velocity predictions in compound channels with vegetated floodplains using genetic programming
    • Harris EL, Babovic V, Falconer RA (2003) Velocity predictions in compound channels with vegetated floodplains using genetic programming. Intl J River Basin Manage 1(2): 117-123.
    • (2003) Intl J River Basin Manage , vol.1 , Issue.2 , pp. 117-123
    • Harris, E.L.1    Babovic, V.2    Falconer, R.A.3
  • 35
    • 0034306715 scopus 로고    scopus 로고
    • Setting up stage-discharge relations using ANN
    • Jain SK, Chailsgaonkar D (2000) Setting up stage-discharge relations using ANN. J Hydrol Eng 5(4): 428-433.
    • (2000) J Hydrol Eng , vol.5 , Issue.4 , pp. 428-433
    • Jain, S.K.1    Chailsgaonkar, D.2
  • 36
    • 33645818583 scopus 로고    scopus 로고
    • Prediction of soil-water characteristic curve using genetic programming
    • Johari A, Habibagahi G, Ghahramani A (2006) Prediction of soil-water characteristic curve using genetic programming. ASCE J Geotech Geoenviron Eng 132(5): 661-665.
    • (2006) ASCE J Geotech Geoenviron Eng , vol.132 , Issue.5 , pp. 661-665
    • Johari, A.1    Habibagahi, G.2    Ghahramani, A.3
  • 37
    • 0242647831 scopus 로고    scopus 로고
    • Declarative and preferential bias in GP-based scientific discovery
    • Keijzer M, Babovic V (2002) Declarative and preferential bias in GP-based scientific discovery. Genet Program Evol M 3(1): 41-79.
    • (2002) Genet Program Evol M , vol.1 , Issue.3 , pp. 41-79
    • Keijzer, M.1    Babovic, V.2
  • 40
    • 34648852376 scopus 로고    scopus 로고
    • Analytic stage-discharge formulas for flow in straight prismatic channels
    • Liao H, Knight DW (2007) Analytic stage-discharge formulas for flow in straight prismatic channels. J Hydraul Engrg 133(10): 1111-1122.
    • (2007) J Hydraul Engrg , vol.133 , Issue.10 , pp. 1111-1122
    • Liao, H.1    Knight, D.W.2
  • 41
    • 33751047662 scopus 로고    scopus 로고
    • Takagi-Sugeno fuzzy inference system for modeling stage-discharge relationship
    • Lohani AK, Goel NK, Bhatia KKS (2006) Takagi-Sugeno fuzzy inference system for modeling stage-discharge relationship. J Hydrology 331: 146-160.
    • (2006) J Hydrology , vol.331 , pp. 146-160
    • Lohani, A.K.1    Goel, N.K.2    Bhatia, K.K.S.3
  • 42
    • 43849110469 scopus 로고    scopus 로고
    • Mathematical modeling of first flush in highway storm runoff using genetic algorithm
    • Massoudieh A, Abrishamchi A, Kayhanian M (2008) Mathematical modeling of first flush in highway storm runoff using genetic algorithm. Sci Total Environ 398: 107-121.
    • (2008) Sci Total Environ , vol.398 , pp. 107-121
    • Massoudieh, A.1    Abrishamchi, A.2    Kayhanian, M.3
  • 43
    • 26444612035 scopus 로고    scopus 로고
    • A comparison of several linear genetic programming techniques
    • Oltean M, Groşan C (2003) A comparison of several linear genetic programming techniques. Complex Syst 14(1): 1-29.
    • (2003) Complex Syst , vol.14 , Issue.1 , pp. 1-29
    • Oltean, M.1    Groşan, C.2
  • 44
    • 33745034546 scopus 로고    scopus 로고
    • Modelling stage-discharge relationships affected by hysteresis using the Jones formula and nonlinear regression
    • Petersen-Overleir A (2006) Modelling stage-discharge relationships affected by hysteresis using the Jones formula and nonlinear regression. J Hydrological Engrg 51(3): 365-388.
    • (2006) J Hydrological Engrg , vol.51 , Issue.3 , pp. 365-388
    • Petersen-Overleir, A.1
  • 45
    • 33847065032 scopus 로고    scopus 로고
    • Determination of the unit hydrograph of a typical urban basin using genetic programming and artificial neural networks
    • Rabunal JR, Puertas J, Suarez J, Rivero D (2007) Determination of the unit hydrograph of a typical urban basin using genetic programming and artificial neural networks. Hydrol Process 27(4): 476-485.
    • (2007) Hydrol Process , vol.27 , Issue.4 , pp. 476-485
    • Rabunal, J.R.1    Puertas, J.2    Suarez, J.3    Rivero, D.4
  • 46
    • 0032804627 scopus 로고    scopus 로고
    • A genetic programming approach to rainfall-runoff modeling
    • Savic AD, Walters AG, Davidson JW (1999) A genetic programming approach to rainfall-runoff modeling. Water Resour Manag 13: 219-231.
    • (1999) Water Resour Manag , vol.13 , pp. 219-231
    • Savic, A.D.1    Walters, A.G.2    Davidson, J.W.3
  • 48
    • 0038105929 scopus 로고    scopus 로고
    • Radial basis function neural network for modeling rating curves
    • Sudheer KP, Jain SK (2003) Radial basis function neural network for modeling rating curves. J Hydrol Eng 8(3): 161-164.
    • (2003) J Hydrol Eng , vol.8 , Issue.3 , pp. 161-164
    • Sudheer, K.P.1    Jain, S.K.2
  • 50
    • 51149099463 scopus 로고    scopus 로고
    • TREX: spatially distributed model to assess watershed contaminant transport and fate
    • Velleuxa ML, England JF, Julien PY (2008) TREX: spatially distributed model to assess watershed contaminant transport and fate. Sci Total Environ 404: 111-128.
    • (2008) Sci Total Environ , vol.404 , pp. 111-128
    • Velleuxa, M.L.1    England, J.F.2    Julien, P.Y.3
  • 51
    • 0003026777 scopus 로고    scopus 로고
    • Time series modeling using genetic programming: an application to rainfall-runoff models
    • L. Spector, W. B. Langdon, U. O'Reilly, and P. J. Angeline (Eds.), Cambridge: MIT
    • Whigham PA, Crapper PF (1999) Time series modeling using genetic programming: an application to rainfall-runoff models. In: Spector L, Langdon WB, O'Reilly U, Angeline PJ (eds) Advances in genetic programming. MIT, Cambridge, pp 89-104.
    • (1999) Advances in Genetic Programming , pp. 89-104
    • Whigham, P.A.1    Crapper, P.F.2
  • 52
    • 0035105632 scopus 로고    scopus 로고
    • Modeling rainfall-runoff using genetic programming
    • Whigham PA, Crapper PF (2001) Modeling rainfall-runoff using genetic programming. Math Comput Model 33(6-7): 707-721.
    • (2001) Math Comput Model , vol.33 , Issue.6-7 , pp. 707-721
    • Whigham, P.A.1    Crapper, P.F.2
  • 53
    • 77956057286 scopus 로고    scopus 로고
    • Gene-expression programming for total bed material load estimation-a case study
    • Zakaria NA, Azamathulla HMd, Chang CK, Ab. Ghani A (2010) Gene-expression programming for total bed material load estimation-a case study. Sci Total Environ 408(21): 5078-5085.
    • (2010) Sci Total Environ , vol.408 , Issue.21 , pp. 5078-5085
    • Zakaria, N.A.1    Azamathulla, H.2    Chang, C.K.3    Ab.Ghani, A.4


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