Closure to “Application of a Hybrid Optimization Method in Muskingum Parameter Estimation” by Omid Bozorg Haddad, Farzan Hamedi, Elahe Fallah-Mehdipour, Hosein Orouji, and Miguel A. Mariño
Publication: Journal of Irrigation and Drainage Engineering
Volume 142, Issue 9
![First page of PDF](/cms/10.1061/(ASCE)IR.1943-4774.0001074/asset/be746e07-8e9a-4f91-99c0-827193fcd991/assets/(asce)ir.1943-4774.0001074.fp.png)
Get full access to this article
View all available purchase options and get full access to this article.
References
Ahmadi, M., Bozorg-Haddad, O., and Mariño, M. A. (2014). “Extraction of flexible multi-objective real-time reservoir operation rules.” Water Resour. Manage., 28(1), 131–147.
Ashofteh, P. S., Bozorg-Haddad, O., and Loáiciga, H. A. (2015a). “Evaluation of climatic-change impacts on multiobjective reservoir operation with multiobjective genetic programming.” J. Water Resour. Plann. Manage., 04015030.
Ashofteh, P.-S., Bozorg-Haddad, O., Akbari-Alashti, H., and Mariño, M. A. (2015b). “Determination of irrigation allocation policy under climate change by genetic programming.” J. Irrig. Drain. Eng., 04014059.
Ashofteh, P.-S., Bozorg-Haddad, O., and Mariño, M. A. (2013a). “Climate change impact on reservoir performance indices in agricultural water supply.” J. Irrig. Drain. Eng., 85–97.
Ashofteh, P.-S., Bozorg-Haddad, O., and Mariño, M. A. (2013b). “Scenario assessment of streamflow simulation and its transition probability in future periods under climate change.” Water Resour. Manage., 27(1), 255–274.
Ashofteh, P.-S., Bozorg-Haddad, O., and Mariño, M. A. (2015c). “Risk analysis of water demand for agricultural crops under climate change.” J. Hydrol. Eng., 04014060.
Barati, R. (2012). “Discussion of “Parameter estimation of the nonlinear Muskingum model using parameter-setting-free harmony search” by Zong Woo Geem.” J. Hydrol. Eng., 1414–1416.
Beygi, S., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2014). “Bargaining models for optimal design of water distribution networks.” J. Water Resour. Plann. Manage., 92–99.
Bolouri-Yazdeli, Y., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2014). “Evaluation of real-time operation rules in reservoir systems operation.” Water Resour. Manage., 28(3), 715–729.
Bozorg-Haddad, O., Ashofteh, P.-S., Ali-Hamzeh, M., and Mariño, M. A. (2015a). “Investigation of reservoir qualitative behavior resulting from biological pollutant sudden entry.” J. Irrig. Drain. Eng., 04015003.
Bozorg-Haddad, O., Ashofteh, P.-S., and Mariño, M. A. (2015b). “Levee’s layout and design optimization in protection of flood areas.” J. Irrig. Drain. Eng., 04015004.
Bozorg-Haddad, O., Ashofteh, P.-S., Rasoulzadeh-Gharibdousti, S., and Mariño, M. A. (2014). “Optimization model for design-operation of pumped-storage and hydropower systems.” J. Energy Eng., 04013016.
Bozorg-Haddad, O., Rezapour Tabari, M. M., Fallah-Mehdipour, E., and Mariño, M. A. (2013). “Groundwater model calibration by meta-heuristic algorithms.” Water Resour. Manage., 27(7), 2515–2529.
Chu, H. J., and Chang, L. C. (2009). “Applying particle swarm optimization to parameter estimation of the nonlinear Muskingum model.” J. Hydrol. Eng., 1024–1027.
Easa, S. (2013). “New and improved four parameter nonlinear Muskingum model.” Proc. Inst. Civ. Eng.: Water Manage., 167(5), 288–298.
Fallah-Mehdipour, E., Bozorg-Haddad, O., and Mariño, M. A. (2013a). “Extraction of optimal operation rules in aquifer-dam system: A genetic programming approach.” J. Irrig. Drain. Eng., 872–879.
Fallah-Mehdipour, E., Bozorg-Haddad, O., and Mariño, M. A. (2013b). “Prediction and simulation of monthly groundwater levels by genetic programming.” J. Hydro-Environ. Res., 7(4), 253–260.
Geem, Z. W. (2006). “Parameter estimation for the nonlinear Muskingum model using BFGS technique.” J. Irrig. Drain. Eng., 474–478.
Geem, Z. W. (2011). “Parameter estimation of the nonlinear Muskingum model using parameter-setting-free harmony search algorithm.” J. Hydrol. Eng., 684–688.
Karahan, H., Gurarslan, G., and Geem, Z. W. (2013). “Parameter estimation of the nonlinear Muskingum flood-routing model using a hybrid harmony search algorithm.” J. Hydrol. Eng., 352–360.
Kim, J. H., Geem, Z. W., and Kim, E. S. (2001). “Parameter estimation of the nonlinear Muskingum model using harmony search.” J. Am. Water Resour. Assoc., 37(5), 1131–1138.
LINGO [Computer software]. LINDO System, Chicago.
MATLAB 9.0 [Computer software]. MathWorks, Natick, MA.
Mohan, S. (1997). “Parameter estimation of nonlinear Muskingum models using genetic algorithm.” J. Hydraul. Eng., 137–142.
Orouji, H., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2013a). “Estimation of Muskingum parameter by meta-heuristic algorithms.” Proc. Inst. Civ. Eng.: Water Manage., 166(6), 315–324.
Orouji, H., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2013b). “Modeling of water quality parameters using data-driven models.” J. Environ. Eng., 947–957.
Orouji, H., Bozorg-Haddad, O., Fallah-Mehdipour, E., and Mariño, M. A. (2014). “Extraction of decision alternatives in project management: Application of hybrid PSO-SFLA.” J. Manage. Eng., 50–59.
Seifollahi-Aghmiuni, S., Bozorg-Haddad, O., and Mariño, M. A. (2013). “Water distribution network risk analysis under simultaneous consumption and roughness uncertainties.” Water Resour. Manage., 27(7), 2595–2610.
Shokri, A., Bozorg-Haddad, O., and Mariño, M. A. (2013). “Reservoir operation for simultaneously meeting water demand and sediment flushing: A stochastic dynamic programming approach with two uncertainties.” J. Water Resour. Plann. Manage., 139(3), 277–289.
Shokri, A., Bozorg-Haddad, O., and Mariño, M. A. (2014). “Multi-objective quantity-quality reservoir operation in sudden pollution.” Water Resour. Manage., 28(2), 567–586.
Soltanjalili, M., Bozorg-Haddad, O., and Mariño, M. A. (2013). “Operating water distribution networks during water shortage conditions using hedging and intermittent water supply concepts.” J. Water Resour. Plann. Manage., 644–659.
Tung, Y. K. (1985). “River flood routing by nonlinear Muskingum method.” J. Hydraul. Eng., 1447–1460.
Vatankhah, A. R (2014). “Discussion of “Parameter estimation of the nonlinear Muskingum flood-routing model using a hybrid harmony search algorithm.” by H. Karahan, G. Gurarslan, and Z. W. Geem.” J. Hydrol. Eng., 325–360.
Xu, D., Qiu, L., and Chen, S. (2012). “Estimation of nonlinear Muskingum model parameter using differential evolution.” J. Hydrol. Eng., 348–353.
Yoon, J. W., and Padmanabhan, G. (1993). “Parameter estimation of linear and nonlinear Muskingum models.” J. Water Resour. Plann. Manage., 600–610.
Information & Authors
Information
Published In
Copyright
© 2016 American Society of Civil Engineers.
History
Received: Mar 16, 2016
Accepted: Mar 30, 2016
Published online: May 25, 2016
Published in print: Sep 1, 2016
Discussion open until: Oct 25, 2016
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.