Use of a genetic algorithm combined with a local search method for the automatic calibration of conceptual rainfall-runoff models;Utilisation d'un algorithme génétique associé à une méthode de recherche locale pour le calage automatique des modèles conceptuels pluie-débit

Hydrological Sciences Journal

Volumn 41, Issue 1, 1996, Pages 21-39

  Franchini, Marco ^a  

^a Facolt di Ingegneria   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; AUTOMATIC; CALIBRATION; GENETIC; RAINFALL; RUNOFF MODELLING;

CALIBRATION MODEL; CONCEPTUAL MODEL; GENETIC ALGORITHM; LOCAL SEARCH METHOD; OPTIMAL PARAMETER VALUE; RAINFALL/RUNOFF MODEL;

EID: 0029657538     PISSN: 02626667     EISSN: 21503435     Source Type: Journal    
DOI: 10.1080/02626669609491476     Document Type: Article

References (23)

1. Brazil, L. E., 1988. Multilevel calibration strategy for complex hydrologie simulation models. PhD Thesis, Dept. of Civil Engineering, Colorado State University, Fort Collins, Colorado, USA
2. Bumash, R. J. E., Ferrai, R. L., and McGuire, R. A., 1973. A generalized streamflow simulation system. Sacramento, California, USA:Joint Fed. State River Forecast Center Report.
3. Crawford, N. H., and Linsley, R. K., 1966. Digital simulation in hydrology:Stanford watershed model IV. 39 Tech. Rep., Dept. of Civ. Eng. Stanford University, Stanford, California, USA
4. Duan, Q., Sorooshian, S., and Gupta, V. K., 1992. Effective and efficient global optimization for conceptual rainfall-runoff models. Wat. Resour. Res., 28 (4):1015–1031.
5. Duan, Q., Gupta, V. K., and Sorooshian, S., 1993. A shuffled complex evolution approach for effective and efficient optimization. J. Optimization Theory Appl., 76 (3):501–521.
6. Duan, Q., Sorooshian, S., and Gupta, V. K., 1994. Optimal use of the SCE-UA global optimization method for calibrating watershed models. J. Hydrol., 158:265–284.
7. Fletcher, R., 1980. Practical Methods of Optimization. Chichester, UK:John Wiley.
8. Franchini, M., and Todini, E., 1988. PABL:A parabolic and backwater scheme with lateral inflow and outflow. 5th IAHR Int. Symp. Stochastic Hydraulics, Birmingham, UK.
9. Gill, P. E., Murray, W., and Wright, M. H., 1981. Practical Optimization. UK:Academic Press. London.
10. Holland, J. H., 1975. Adaptation in Natural and Artificial Systems. Ann Arbor, Michigan, USA:University Michigan Press.
11. Ibbitt, R. P., 1972. Effects of random data errors on the parameter values for a conceptual model. Wat. Resour. Res., 8 (1):70–78.
12. Ibbitt, R. P. O., and Donnell, T., 1971. “ Designing conceptual catchment models for automatic fitting methods. ”. In Mathematical Models in Hydrology, (Proc. Warsaw Symp., July 1971), 461–475. IAHS Publ. no. 100.
13. Johnston, P. R., and Pilgrim, D., 1976. Parameter optimization for watershed models. Wat. Resour. Res., 12 (3):477–486.
14. Pickup, G., 1977. Testing the efficiencies of algorithms and strategies for automatic calibration of rainfall runoff models. Hydrogeol. Sci. Bull., 22 (2):257–274.
15. Powell, M. J. D., 1983. Variable Metric Methods for Constrained Optimization, Mathematical Programming:The State of the Art Edited by:Bechem, A., Grostschel, M., and Korte, B., 288–311. Springer Verlag, Germany
16. Schitlowski, K., 1985. NLQPL:A Fortran-subroutine solving contrained nonlinear programming problems. Operations Res., 5:485–500.
17. Sorooshian, S., and Dracup, J. A., 1980. Stochastic parameter estimation procedures for hydrologie rainfall-runoff models:Correlated and heteroscedastic error cases. Wat. Resour. Res., 16 (2):430–442.
18. Sorooshian, S., and Gupta, V. K., 1983. Automatic calibration of conceptual rainfall-runoff models:the question of parameter observability and uniqueness. Wat. Resour. Res., 19 (1):251–259.
19. Sorooshian, S., and Gupta, V. K., 1985. The analysis of structural identifiability:theory and application to conceptual rainfall-runoff models. Wat. Resour. Res., 21 (4):487–495.
20. Todini, E., 1996. The Arno rainfall runoff model. J. Hydrol., 175 (in press)
21. Wang, Q. J., 1991. The genetic algorithm and its application to calibration conceptual rainfall-runoff models. Wat. Resour. Res., 27 (9) “2467–2471
22. Zhao, R. J., Zhuang, L. R., Fang, X., Liu, R., and Zhang, Q. S., 1980. “ The Xinanjiang model. ”. In Hydrological Forecasting, (Proc. Oxford Symposium, April 1980), 351–356. IAHS Publ. no. 129.
23. Zhao, R. J., 1977. Flood forecasting method for humid region., of China. Nanking, China:East China College of Hydraulic Engineering.