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Volumn 141, Issue 11, 2015, Pages

Evaluation of climatic-change impacts on multiobjective reservoir operation with multiobjective genetic programming

Author keywords

Climatic change; Irrigation; Multiobjective optimization; Pareto curve; Reservoir operation

Indexed keywords

CURVE FITTING; GENETIC ALGORITHMS; GENETIC PROGRAMMING; IRRIGATION;

EID: 84945278648     PISSN: 07339496     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)WR.1943-5452.0000540     Document Type: Article
Times cited : (120)

References (53)
  • 1
    • 84988259258 scopus 로고    scopus 로고
    • 'Determination of irrigation allocation policy under climate change by genetic programming'
    • Ashofteh, P.-S., Bozorg Haddad, O., Akbari-Alashti, H., and Mari�o, M. A. (2015). "Determination of irrigation allocation policy under climate change by genetic programming". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000807, 04014059.
    • (2015) J. Irrig. Drain. Eng
    • Ashofteh, P.-S.1    Bozorg Haddad, O.2    Akbari-Alashti, H.3    Mari�o, M.A.4
  • 2
    • 84879518523 scopus 로고    scopus 로고
    • 'Climate change impact on reservoir performance indices in agricultural water supply'
    • Ashofteh, P.-S., Bozorg Haddad, O., and Mari�o, M. A. (2013). "Climate change impact on reservoir performance indices in agricultural water supply". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000496, 85-97.
    • (2013) J. Irrig. Drain. Eng , pp. 85-97
    • Ashofteh, P.-S.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 3
    • 84871405414 scopus 로고    scopus 로고
    • 'Scenario assessment of streamflow simulation and its transition probability in future periods under climate change'
    • Ashofteh, P.-S., Bozorg Haddad, O., and Mari�o, M. A. (2013). "Scenario assessment of streamflow simulation and its transition probability in future periods under climate change". Water Resour. Manage., 27(1), 255-274.
    • (2013) Water Resour. Manage , vol.27 , Issue.1 , pp. 255-274
    • Ashofteh, P.-S.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 4
    • 84946076793 scopus 로고    scopus 로고
    • 'Risk analysis of water demand for agricultural crops under climate change'
    • Ashofteh, P.-S., Bozorg Haddad, O., and Mari�o, M. A. (2015). "Risk analysis of water demand for agricultural crops under climate change". J. Hydrol. Eng., 10.1061/(ASCE)HE.1943-5584.0001053, 04014060.
    • (2015) J. Hydrol. Eng
    • Ashofteh, P.-S.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 5
    • 48649084544 scopus 로고    scopus 로고
    • 'Optimum rehabilitation strategy of water distribution systems using the HBMO algorithm'
    • Bozorg Haddad, O., Adams, B. J., and Mari�o, M. A. (2008). "Optimum rehabilitation strategy of water distribution systems using the HBMO algorithm". J. Water Supply: Res. Technol.-AQUA, 57(5), 327-350.
    • (2008) J. Water Supply: Res. Technol.-AQUA , vol.57 , Issue.5 , pp. 327-350
    • Bozorg Haddad, O.1    Adams, B.J.2    Mari�o, M.A.3
  • 6
    • 79551612330 scopus 로고    scopus 로고
    • 'Multireservoir optimisation in discrete and continuous domains'
    • Bozorg Haddad, O., Afshar, A., and Mari�o, M. A. (2011). "Multireservoir optimisation in discrete and continuous domains". Proc. ICE-Water Manage., 164(2), 57-72.
    • (2011) Proc. ICE-Water Manage , vol.164 , Issue.2 , pp. 57-72
    • Bozorg Haddad, O.1    Afshar, A.2    Mari�o, M.A.3
  • 7
    • 84997335250 scopus 로고    scopus 로고
    • 'Levee's layout and design optimization in protection of flood areas'
    • Bozorg Haddad, O., Ashofteh, P.-S., and Mari�o, M. A. (2015). "Levee's layout and design optimization in protection of flood areas". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000864, 04015004.
    • (2015) J. Irrig. Drain. Eng
    • Bozorg Haddad, O.1    Ashofteh, P.-S.2    Mari�o, M.A.3
  • 9
    • 79952228953 scopus 로고    scopus 로고
    • 'Optimum operation of wells in coastal aquifers'
    • Bozorg Haddad, O., and Mari�o, M. A. (2011). "Optimum operation of wells in coastal aquifers". Proc. ICE-Water Manage., 164(3), 135-146.
    • (2011) Proc. ICE-Water Manage , vol.164 , Issue.3 , pp. 135-146
    • Bozorg Haddad, O.1    Mari�o, M.A.2
  • 10
    • 76749154555 scopus 로고    scopus 로고
    • 'Optimal design of stepped spillways using the HBMO algorithm'
    • Bozorg Haddad, O., Mirmomeni, M., and Mari�o, M. A. (2010). "Optimal design of stepped spillways using the HBMO algorithm". Civ. Eng. Environ. Syst., 27(1), 81-94.
    • (2010) Civ. Eng. Environ. Syst , vol.27 , Issue.1 , pp. 81-94
    • Bozorg Haddad, O.1    Mirmomeni, M.2    Mari�o, M.A.3
  • 11
    • 77956717086 scopus 로고    scopus 로고
    • 'Finding the shortest path with honey-bee mating optimization algorithm in project management problems with constrained/unconstrained resources'
    • Bozorg Haddad, O., Mirmomeni, M., Zarezadeh Mehrizi, M., and Mari�o, M. A. (2010). "Finding the shortest path with honey-bee mating optimization algorithm in project management problems with constrained/unconstrained resources". Comput. Optim. Appl., 47(1), 97-128.
    • (2010) Comput. Optim. Appl , vol.47 , Issue.1 , pp. 97-128
    • Bozorg Haddad, O.1    Mirmomeni, M.2    Zarezadeh Mehrizi, M.3    Mari�o, M.A.4
  • 12
  • 14
    • 0003583138 scopus 로고
    • Irrigation and drainage (FAO), paper 24, Food and Agricultural Organization of the United Nations, Rome
    • Doorenbos, J., and Pruitt, W. O. (1992). "Guidelines for predicting crop water requirements". Irrigation and drainage (FAO), paper 24, Food and Agricultural Organization of the United Nations, Rome.
    • (1992) 'Guidelines for predicting crop water requirements'
    • Doorenbos, J.1    Pruitt, W.O.2
  • 15
    • 84866080347 scopus 로고    scopus 로고
    • 'Integrated reservoir management system for flood risk assessment under climate change'
    • Eum, H. I., Vasan, A., and Simonovic, S. P. (2012). "Integrated reservoir management system for flood risk assessment under climate change". Water Resour. Manage., 26(13), 3785-3802.
    • (2012) Water Resour. Manage , vol.26 , Issue.13 , pp. 3785-3802
    • Eum, H.I.1    Vasan, A.2    Simonovic, S.P.3
  • 16
    • 79960107256 scopus 로고    scopus 로고
    • 'Effect of utility function curvature of Young's bargaining method on the design of WDNs'
    • Fallah-Mehdipour, E., Bozorg Haddad, O., Beygi, S., and Mari�o, M. A. (2011). "Effect of utility function curvature of Young's bargaining method on the design of WDNs". Water Resour. Manage., 25(9), 2197-2218.
    • (2011) Water Resour. Manage , vol.25 , Issue.9 , pp. 2197-2218
    • Fallah-Mehdipour, E.1    Bozorg Haddad, O.2    Beygi, S.3    Mari�o, M.A.4
  • 17
    • 80055013141 scopus 로고    scopus 로고
    • 'MOPSO algorithm and its application in multipurpose multireservoir operations'
    • Fallah-Mehdipour, E., Bozorg Haddad, O., and Mari�o, M. A. (2011). "MOPSO algorithm and its application in multipurpose multireservoir operations". J. Hydroinf., 13(4), 794-811.
    • (2011) J. Hydroinf , vol.13 , Issue.4 , pp. 794-811
    • Fallah-Mehdipour, E.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 18
    • 84867464144 scopus 로고    scopus 로고
    • 'Real-time operation of reservoir system by genetic programming'
    • Fallah-Mehdipour, E., Bozorg Haddad, O., and Mari�o, M. A. (2012). "Real-time operation of reservoir system by genetic programming". Water Resour. Manage., 26(14), 4091-4103.
    • (2012) Water Resour. Manage , vol.26 , Issue.14 , pp. 4091-4103
    • Fallah-Mehdipour, E.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 19
    • 84873587242 scopus 로고    scopus 로고
    • 'Developing reservoir operational decision rule by genetic programming'
    • Fallah-Mehdipour, E., Bozorg Haddad, O., and Mari�o, M. A. (2013). "Developing reservoir operational decision rule by genetic programming". J. Hydroinf., 15(1), 103-119.
    • (2013) J. Hydroinf , vol.15 , Issue.1 , pp. 103-119
    • Fallah-Mehdipour, E.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 20
    • 84879123761 scopus 로고    scopus 로고
    • 'Extraction of multicrop planning rules in a reservoir system: Application of evolutionary algorithms'
    • Fallah-Mehdipour, E., Bozorg Haddad, O., and Mari�o, M. A. (2013). "Extraction of multicrop planning rules in a reservoir system: Application of evolutionary algorithms". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000572, 490-498.
    • (2013) J. Irrig. Drain. Eng , pp. 490-498
    • Fallah-Mehdipour, E.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 21
    • 84888128953 scopus 로고    scopus 로고
    • 'Prediction and simulation of monthly groundwater levels by genetic programming'
    • Fallah-Mehdipour, E., Bozorg Haddad, O., and Mari�o, M. A. (2013). "Prediction and simulation of monthly groundwater levels by genetic programming". J. Hydro-Environ. Res., 7(4), 253-260.
    • (2013) J. Hydro-Environ. Res , vol.7 , Issue.4 , pp. 253-260
    • Fallah-Mehdipour, E.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 22
    • 80255123850 scopus 로고    scopus 로고
    • 'Extraction of decision alternatives in construction management projects: Application and adaptation of NSGA-II and MOPSO'
    • Fallah-Mehdipour, E., Bozorg Haddad, O., Rezapour Tabari, M. M., and Mari�o, M. A. (2012). "Extraction of decision alternatives in construction management projects: Application and adaptation of NSGA-II and MOPSO". Expert Syst. Appl., 39(3), 2794-2803.
    • (2012) Expert Syst. Appl , vol.39 , Issue.3 , pp. 2794-2803
    • Fallah-Mehdipour, E.1    Bozorg Haddad, O.2    Rezapour Tabari, M.M.3    Mari�o, M.A.4
  • 23
    • 84856019193 scopus 로고    scopus 로고
    • 'Optimal and adaptive operation of a hydropower system with unit commitment and water quality constraints'
    • Ferreira, A. R., and Taeegavarapu, R. S. V. (2012). "Optimal and adaptive operation of a hydropower system with unit commitment and water quality constraints". Water Resour. Manage., 26(3), 707-732.
    • (2012) Water Resour. Manage , vol.26 , Issue.3 , pp. 707-732
    • Ferreira, A.R.1    Taeegavarapu, R.S.V.2
  • 24
    • 84155186700 scopus 로고    scopus 로고
    • 'Value of adaptive water resources management in northern California under climatic variability and change: Reservoir management'
    • Georgakakos, A. P., et al. (2012). "Value of adaptive water resources management in northern California under climatic variability and change: Reservoir management". J. Hydrol., 412(4), 34-46.
    • (2012) J. Hydrol , vol.412 , Issue.4 , pp. 34-46
    • Georgakakos, A.P.1
  • 25
    • 0034025893 scopus 로고    scopus 로고
    • 'The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments'
    • Gordon, C., et al. (2000). "The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments". Clim. Dyn., 16(2-3), 147-168.
    • (2000) Clim. Dyn , vol.16 , Issue.2-3 , pp. 147-168
    • Gordon, C.1
  • 26
    • 37249015006 scopus 로고    scopus 로고
    • 'Hybridizing cellular automata principles and NSGAII for multi-objective design of urban water networks'
    • Springer, Berlin
    • Guo, Y., Keedwell, E. C., Walters, G. A., and Khu, S.-T. (2007). "Hybridizing cellular automata principles and NSGAII for multi-objective design of urban water networks". Evolutionary multi-criterion optimization, Vol. 4403, Springer, Berlin, 546-559.
    • (2007) Evolutionary multi-criterion optimization , vol.4403 , pp. 546-559
    • Guo, Y.1    Keedwell, E.C.2    Walters, G.A.3    Khu, S.-T.4
  • 27
    • 0003705162 scopus 로고    scopus 로고
    • Cambridge University Press, Cambridge, U.K
    • Intergovernmental Panel on Climate Change. (2000). Emission scenarios, Cambridge University Press, Cambridge, U.K.
    • (2000) Emission scenarios
  • 28
    • 0027790160 scopus 로고
    • 'How much complexity is warranted in a rainfall-runoff model?'
    • Jakeman, A. J., and Hornberger, G. M. (1993). "How much complexity is warranted in a rainfall-runoff model?" Water Resour. Res., 29(8), 2637-2649.
    • (1993) Water Resour. Res , vol.29 , Issue.8 , pp. 2637-2649
    • Jakeman, A.J.1    Hornberger, G.M.2
  • 29
    • 77953987439 scopus 로고    scopus 로고
    • 'Optimal meter placement for water distribution system state estimation'
    • Kang, D., and Lansey, K. (2010). "Optimal meter placement for water distribution system state estimation". J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000037, 337-347.
    • (2010) J. Water Resour. Plann. Manage , pp. 337-347
    • Kang, D.1    Lansey, K.2
  • 31
    • 84865449335 scopus 로고    scopus 로고
    • 'Reservoir optimization-simulation with a sediment evacuation model to minimize irrigation deficits'
    • Khan, N. M., Babel, M. S., Tingsanchali, T., Clemente, R. S., and Luong, H. T. (2012). "Reservoir optimization-simulation with a sediment evacuation model to minimize irrigation deficits". Water Resour. Manage., 26(11), 3173-3193.
    • (2012) Water Resour. Manage , vol.26 , Issue.11 , pp. 3173-3193
    • Khan, N.M.1    Babel, M.S.2    Tingsanchali, T.3    Clemente, R.S.4    Luong, H.T.5
  • 32
    • 61849159320 scopus 로고    scopus 로고
    • 'Optimization and simulation of reservoir operation with sediment evacuation: A case study of the Tarbela Dam, Pakistan'
    • Khan, N. M., and Tingsanchali, T. (2009). "Optimization and simulation of reservoir operation with sediment evacuation: A case study of the Tarbela Dam, Pakistan". Hydrol. Processes, 23(5), 730-747.
    • (2009) Hydrol. Processes , vol.23 , Issue.5 , pp. 730-747
    • Khan, N.M.1    Tingsanchali, T.2
  • 33
    • 84892869962 scopus 로고    scopus 로고
    • 'Dynamic framework for intelligent control of river flooding: Case study'
    • Leon, A. S., Kanashiro, E. A., Valverde, R., and Sridhar, V. (2014). "Dynamic framework for intelligent control of river flooding: Case study". J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000260, 258-268.
    • (2014) J. Water Resour. Plann. Manage , pp. 258-268
    • Leon, A.S.1    Kanashiro, E.A.2    Valverde, R.3    Sridhar, V.4
  • 34
    • 84939168601 scopus 로고    scopus 로고
    • 'Water resources management models based on two-level linear fractional programming method under uncertainty'
    • Li, M., Guo, P., and Ren, C. (2015). "Water resources management models based on two-level linear fractional programming method under uncertainty". J. Water Resour. Plann. Manage., 10.1061/(ASCE)WR.1943-5452.0000518, 05015001.
    • (2015) J. Water Resour. Plann. Manage
    • Li, M.1    Guo, P.2    Ren, C.3
  • 35
    • 34247551256 scopus 로고    scopus 로고
    • 'Optimal ground water remediation under uncertainty using multi-objective optimization'
    • Mantoglou, A., and Kourakos, G. (2012). "Optimal ground water remediation under uncertainty using multi-objective optimization". Water Resour. Manage., 21(5), 835-847.
    • (2012) Water Resour. Manage , vol.21 , Issue.5 , pp. 835-847
    • Mantoglou, A.1    Kourakos, G.2
  • 36
    • 70350338725 scopus 로고    scopus 로고
    • 'Adaptation to climate change in the management of a Canadian water-resources system exploited for hydropower'
    • Minville, M., Brissette, F., Krau, S., and Leconte, R. (2009). "Adaptation to climate change in the management of a Canadian water-resources system exploited for hydropower". Water Resour. Manage., 23(14), 2965-2986.
    • (2009) Water Resour. Manage , vol.23 , Issue.14 , pp. 2965-2986
    • Minville, M.1    Brissette, F.2    Krau, S.3    Leconte, R.4
  • 37
    • 84860897920 scopus 로고    scopus 로고
    • 'Optimizing irrigation water allocation and multicrop planning using discrete PSO algorithm'
    • Noory, H., Liaghat, A. M., Parsinejad, M., and Bozorg Haddad, O. (2012). "Optimizing irrigation water allocation and multicrop planning using discrete PSO algorithm". J. Irrig. Drain. Eng., 10.1061/(ASCE)IR.1943-4774.0000426, 437-444.
    • (2012) J. Irrig. Drain. Eng , pp. 437-444
    • Noory, H.1    Liaghat, A.M.2    Parsinejad, M.3    Bozorg Haddad, O.4
  • 39
    • 84911040431 scopus 로고    scopus 로고
    • Dept. of Mathematics, Ohio State Univ., Columbus, OH
    • Overman, E. (2011). "A MATLAB tutorial". Dept. of Mathematics, Ohio State Univ., Columbus, OH.
    • (2011) 'A MATLAB tutorial'
    • Overman, E.1
  • 40
    • 77955981261 scopus 로고    scopus 로고
    • 'Reservoir performance under uncertainty in hydrologic impacts of climate change'
    • Raje, D., and Mujumdar, P. P. (2010). "Reservoir performance under uncertainty in hydrologic impacts of climate change". Adv. Water Resour., 33(3), 312-326.
    • (2010) Adv. Water Resour , vol.33 , Issue.3 , pp. 312-326
    • Raje, D.1    Mujumdar, P.P.2
  • 41
    • 37249024693 scopus 로고    scopus 로고
    • 'Evolving strategies for crop planning and operation of irrigation reservoir system using multi-objective differential evolution'
    • Redy, M. J., and Kumar, D. N. (2008). "Evolving strategies for crop planning and operation of irrigation reservoir system using multi-objective differential evolution". Irrig. Sci., 26(2), 177-190.
    • (2008) Irrig. Sci , vol.26 , Issue.2 , pp. 177-190
    • Redy, M.J.1    Kumar, D.N.2
  • 42
    • 84871456743 scopus 로고    scopus 로고
    • 'Multi-objective optimal model for conjunctive use management using SGAs and NSGA-II models'
    • Rezapour Tabari, M. M., and Soltani, J. (2012). "Multi-objective optimal model for conjunctive use management using SGAs and NSGA-II models". Water Resour. Manage., 27(1), 37-53.
    • (2012) Water Resour. Manage , vol.27 , Issue.1 , pp. 37-53
    • Rezapour Tabari, M.M.1    Soltani, J.2
  • 44
    • 84874273630 scopus 로고    scopus 로고
    • 'Effects of pipe roughness uncertainty on water distribution network performance during its operational period'
    • Seifollahi-Aghmiuni, S., Bozorg Haddad, O., Omid, M. H., and Mari�o, M. A. (2013). "Effects of pipe roughness uncertainty on water distribution network performance during its operational period". Water Resour. Manage., 27(5), 1581-1599.
    • (2013) Water Resour. Manage , vol.27 , Issue.5 , pp. 1581-1599
    • Seifollahi-Aghmiuni, S.1    Bozorg Haddad, O.2    Omid, M.H.3    Mari�o, M.A.4
  • 45
    • 84887484667 scopus 로고    scopus 로고
    • 'Applying multi-objective Niching co-evolutionary algorithm to generate insight for water resources management problems'
    • ASCE, Reston, VA
    • Shafiee, M. E., Kandiah, V. K., and Zechman, E. M. (2013). "Applying multi-objective Niching co-evolutionary algorithm to generate insight for water resources management problems". World Environmental and Water Resources Congress, ASCE, Reston, VA, 2322-2328.
    • (2013) World Environmental and Water Resources Congress , pp. 2322-2328
    • Shafiee, M.E.1    Kandiah, V.K.2    Zechman, E.M.3
  • 46
    • 84876424983 scopus 로고    scopus 로고
    • 'Algorithm for increasing the speed of evolutionary optimization and its accuracy in multi-objective problems'
    • Shokri, A., Bozorg Haddad, O., and Mari�o, M. A. (2013). "Algorithm for increasing the speed of evolutionary optimization and its accuracy in multi-objective problems". Water Resour. Manage., 27(7), 2231-2249.
    • (2013) Water Resour. Manage , vol.27 , Issue.7 , pp. 2231-2249
    • Shokri, A.1    Bozorg Haddad, O.2    Mari�o, M.A.3
  • 48
    • 40049084636 scopus 로고    scopus 로고
    • 'Genetic programming approach for flood routing in natural channels'
    • Sivapragasam, C., Mahewaran, R., and Venkatesh, V. (2008). "Genetic programming approach for flood routing in natural channels". Hydrol. Processes, 22(5), 623-628.
    • (2008) Hydrol. Processes , vol.22 , Issue.5 , pp. 623-628
    • Sivapragasam, C.1    Mahewaran, R.2    Venkatesh, V.3
  • 49
    • 60749128093 scopus 로고    scopus 로고
    • 'Modeling evaporation-seepage losses for reservoir water balance in semi-arid regions'
    • Sivapragasam, C., Vasudevan, G., Maran, J., Bose, C., Kaza, S., and Ganesh, N. (2009). "Modeling evaporation-seepage losses for reservoir water balance in semi-arid regions". Water Resour. Manage., 23(5), 853-867.
    • (2009) Water Resour. Manage , vol.23 , Issue.5 , pp. 853-867
    • Sivapragasam, C.1    Vasudevan, G.2    Maran, J.3    Bose, C.4    Kaza, S.5    Ganesh, N.6
  • 50
    • 68349105875 scopus 로고    scopus 로고
    • 'A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series'
    • Wang, W. C., Chau, K. W., Cheng, C. T., and Qiu, L. (2009). "A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series". J. Hydrol., 374(3-4), 294-306.
    • (2009) J. Hydrol , vol.374 , Issue.3-4 , pp. 294-306
    • Wang, W.C.1    Chau, K.W.2    Cheng, C.T.3    Qiu, L.4
  • 51
    • 33645749499 scopus 로고    scopus 로고
    • 'A framework for assessing uncertainties in climate change impacts: Low-flow scenarios for the river Thames, U.K'
    • Wilby, R. L., and Harris, I. (2006). "A framework for assessing uncertainties in climate change impacts: Low-flow scenarios for the river Thames, U.K". Water Resour. Res., 42(2), W02419.
    • (2006) Water Resour. Res , vol.42 , Issue.2
    • Wilby, R.L.1    Harris, I.2
  • 52
    • 58549090305 scopus 로고    scopus 로고
    • 'Multi-objective planning for conjunctive use of surface and subsurface water using genetic algorithm and dynamics programming'
    • Yang, C.-C., Chang, L.-C., and Chen, C.-S., and Yeh, M.-S. (2009). "Multi-objective planning for conjunctive use of surface and subsurface water using genetic algorithm and dynamics programming". Water Resour. Manage., 23(3), 417-437.
    • (2009) Water Resour. Manage , vol.23 , Issue.3 , pp. 417-437
    • Yang, C.-C.1    Chang, L.-C.2    Chen, C.-S.3    Yeh, M.-S.4
  • 53
    • 36348977973 scopus 로고    scopus 로고
    • 'Multi objective planning of surface water resources by multi objective genetic algorithm with constrained differential dynamic programming'
    • Yang, C.-C., Chang, L.-C., Yeh, C.-H., and Chen, C.-S. (2007). "Multi objective planning of surface water resources by multi objective genetic algorithm with constrained differential dynamic programming". J. Water Resour. Plann. Manage., 10.1061/(ASCE)0733-9496(2007)133:6(499), 499-508.
    • (2007) J. Water Resour. Plann. Manage , pp. 499-508
    • Yang, C.-C.1    Chang, L.-C.2    Yeh, C.-H.3    Chen, C.-S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.