Optimal parameter estimation for Muskingum model using a modified particle swarm algorithm

3rd International Joint Conference on Computational Sciences and Optimization, CSO 2010: Theoretical Development and Engineering Practice

Volumn 2, Issue , 2010, Pages 153-156

  Wang, Wenchuan ^a   Kang, Yingbin ^a   Qiu, Lin ^a  

^a NORTH CHINA INSTITUTE OF WATER CONSERVANCY AND HYDROELECTRIC POWER   (China)

Author keywords

Component; Modified particle swarm algorithm; Muskingum model; Optimal parameter estimation

Indexed keywords

ABSOLUTE VALUES; CALIBRATION PROCESS; COMPONENT; COMPUTATIONAL PRECISION; EFFICIENT METHOD; EMPIRICAL RESULTS; FLOOD FORECASTING; HISTORICAL DATA; MUSKINGUM MODEL; OPTIMAL PARAMETER ESTIMATION; PARAMETER OPTIMIZATION; PARAMETER VALUES; PARTICLE SWARM ALGORITHM; WATER RESOURCES PLANNING;

ALGORITHMS; FLOOD CONTROL; MATHEMATICAL MODELS; METAL ANALYSIS; OPTIMIZATION; PLANNING; WATER RESOURCES; WEATHER FORECASTING;

PARAMETER ESTIMATION;

EID: 77956446545     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSO.2010.143     Document Type: Conference Paper

References (11)

1. A. A. Aldama, "Least-squares parameter estimation for Muskingum routing," Journal of Hydraulic Engineering-ASCE, vol.116, 1990, pp. 580-586.
2. J. Yoon, G. Padmanabhan. "Parameter estimation of linear and nonlinear Muskingum models". Journal of Water Resources planning Management-ASCE, vol.119, 1993, pp. 600-610.
3. S. Mohan, "Parameter estimation of nonlinear Muskingum models using genetic algorithm," Journal of Hydraulic Engineering-ASCE, vol.123, 1997, pp. 137-142.
4. S. Zhan and J. Xu, "Application of ant colony algorithm to parameter estimation of Muskingum Routing Model," Journal of Natural Disaters, vol.14, 2006, pp.20-24
5. A. Das, "Chance-constrained optimization-based parameter estimation for Muskingum models," Journal of Irrigation and Drainage Engineering-ASCE, vol.133, 2007, pp. 487-494.
6. J. Kennedy, R. Eberhart. "Particle swarm optimization". IEEE International Conference Neural Networks, vol.4, 1995, pp.1942-1948.
7. Y. Shi, R. C. Eberhart, "A modified particle swarm optimizer". Proceedings of the IEEE congress on Evolutionary Computation, Piscataway, pp.69-73, 1998.
8. Y. Shi, R. C. Eberhart, "Parameter selection in particle swarm optimization." Evolutionary Programming VII. Vol.1447, 1998, pp. 591-600.
9. R. Poli, J. Kennedy, T. Blackwell. "Particle swarm optimization: An overview". Swarm Intelligence, Vol.1, 2007, pp. 33-57.
10. K. W. Chau. "A split-step PSO algorithm in prediction of water quality pollution". Advances in Neural Networks -ISNN PT 3, Proc. 2005, pp. 1034-1039.
11. G. J. Zhai, "A direct optimization method for Muskingum model parameters", Journal of Hebei Engineering and Technical College, 1996, pp. 6-11.