Application of genetic programming to stream-flow extension

Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, ICMLC 2007

Volumn 2, Issue , 2007, Pages 974-977

  Wang, Tai Sheng ^a   Chen, Li ^a   Wu, Ming Ming ^a  

^a CHUNG HUA UNIVERSITY   (Taiwan)

Author keywords

Genetic algorithms; Genetic programming; Hydrological data analysis; Regression method; System identification

Indexed keywords

DATA REDUCTION; GENETIC ALGORITHMS; HYDROLOGY; IDENTIFICATION (CONTROL SYSTEMS); REGRESSION ANALYSIS; STREAM FLOW; TREES (MATHEMATICS);

HYDROLOGICAL DATA ANALYSIS; STREAM FLOW STATIONS;

GENETIC PROGRAMMING;

EID: 37849003485     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2007.4370283     Document Type: Conference Paper

References (11)

1. Koza. J. R., "Genetic Programming: On the Programming of Computers by Means of Natural Selection", MIT Press, 1992.
2. Cramer. N. L., "A representation for the adaptive generation of simple sequential programs", In J. J. Grefenstette, ed., Proceedings of the First InternationalConference on Genetic Algorithms and Their Applications. Erlbaum, 1985.
3. Fujiki. C, and Dickinson. J., "Using the genetic algorithm to gene'rate Lisp source code to solve the Prisoner's dilemma", In J. J. Grefenstette, ed., Proceedings of the First International Conference on Genetic Algorithms and Their Applications. Erlbaum, 1987.
4. Sharman. K., and Esparcia-Alcazar. A., "Some applications of genetic programming in digital processing", In Late breaking papers at the Genetic Programming '96 Conference, 473-480, Stanford, CA, 1996.
5. Gary. G. J., Murray-Smith. D. J., Li. U., and Sharman. K. C., "Nonlinear structural system identification using Genetic Programming, In Troch, I. And Breitenecker, F., (Eds), Proceedings of the Second International Symposium on Mathematical modeling (MATHMOD)", ARGESIM Report, Vol 1, pp. 301-306, Vienna. ARGESIM, 1997.
6. Savic. D. A., Walters. G. A., and Davidson. J. W., "A Genetic Programming Approach to Rainfall-Runoff Modeling", Water Resources Management, Vol 13, pp. 219-231, 1999.
7. Chen. L., "A Study of Applying Genetic Programming to Reservoir Trophic State Evaluation Using Remote Sensor Data", International Journal of Remote Sensing, Vol 24, No. 11, pp. 2265-2275, 2003.
8. nd Int. Conf. Genetic Algorithms", Lawrence Erlbaum Associates, Hillsdale, NJ, pp. 14-21, 1987.
9. Goldberg. D. E., and Deb. K., "A comparative analysis of selection schemes used in genetic algorithms", In G. Rawlins, ed., Foundations of Genetic Algorithms, Morgan Kaufmann, 1991.
10. Alley. W. M., and Burns. A. W., "Mixed-station extension of monthly stream flow records", ASCE J. Hydraul. Enh. Vol 109 No. 10, pp. 1272-1284, 1983.
11. Salas. J. D., Delleur. J. W., Yevjevich. V., and Lane. W. L., "Applied Modeling of Hydrologie Time Series", Water Resource Publications, 1980.