Genetic Programming Technique Applied for Flash-Flood Modelling Using Radar Rainfall Estimates

[1] Solomatine, D. P. & Ostfeld, A. (2008), Data-driven modelling: Some past experiences and new approaches. Journal of Hydroinformatics. 10(1), 3-22. DOI: 10.2166/hydro.2008.015;10.2166/hydro.2008.015Open DOISearch in Google Scholar

[2] Hsu, K., Vijai Gupta, H., & Sorooshian, S. (1995), Artificial neural network modeling of the rainfall-runoff process. Water Resources Research. 31(10), 2517-2530. DOI: 10.1029/95WR01955;Search in Google Scholar

[3] Abrahart, R. J. & See, L. M. (2007), Neural network modelling of non-linear hydrological relationships. Hydrology and Earth System Sciences. 11, 1563-1579. DOI: 10.5194/hess-11-1563-2007;10.5194/hess-11-1563-2007Open DOISearch in Google Scholar

[4] Minns, A. W. & Hall, M. J. (1996). Artificial neural networks as rainfall-runoff models. Hydrological Sciences Journal, 41(3), 399-417;10.1080/02626669609491511Search in Google Scholar

[5] Koza, John R. (1992). Genetic Programming: On the Programming of Computers by Natural Selection. Cambridge, MA, USA: MIT Press;Search in Google Scholar

[6] Savic, D. A., Walters, G. A. and Davidson G. W. (1999). A genetic programming approach to rainfall-runoff modeling. Water Resources Management 13: 219-231;10.1023/A:1008132509589Open DOISearch in Google Scholar

[7] Babovic, V., Keijzer, M. (2002). Rainfall runoff modelling based on genetic programming. Nordic hydrology, vol. 33, pp. 331-346;10.2166/nh.2002.0012Search in Google Scholar

[8] Whigham, P. A., Crapper, P. F. (2001). Modelling Rainfall-Runoff Relationships using Genetic Programming. Mathematical and Computer Modelling: An International Journal, Volume 33, pp 707-721. DOI: 10.1016/S0895-7177(00)00274-0;Search in Google Scholar

[9] Dinu, C., Drobot, R., Pricop, C., Blidaru, T. V. (2017). Flash-flood modelling with artificial neural networks using radar rainfall estimates. Scientific Journal - Mathematical Modeling in Civil Engineering, Vol. 13-No. 3: 10-20 - 2017, Doi:10.1515/mmce-2017-0008;10.1515/mmce-2017-0008Open DOISearch in Google Scholar

[10] Poli R., Langdon W.B., McPhee N.F. (2008). A Field Guide to Genetic Programming. Lulu Enterprises UK Limited;Search in Google Scholar

[11]Goldberg, D. E. (1989). Genetic Algorithms in Search, Optimisation and Machine Learning. Reading, Mass., U.S.A: Addison Wesley Addison-Wesley Publishing Company, Inc.;Search in Google Scholar

[12]Goldberg, D.E., Deb, K. (1991). A comparative analysis of selection schemes used in genetic algorithms. Foundations of Genetic Algorithms, Volume 1, pp 69-93. DOI: 10.1016/B978-0-08-050684-5.50008-2.10.1016/B978-0-08-050684-5.50008-2Open DOISearch in Google Scholar