메뉴 건너뛰기




Volumn 27, Issue 11, 2013, Pages 3849-3863

Examining the Possibilities: Generating Alternative Watershed-Scale BMP Designs with Evolutionary Algorithms

Author keywords

Alternatives; BMPs; Genetic Algorithm; SWAT; Watershed Modeling

Indexed keywords

ALTERNATIVES; BMPS; SPECIES CONSERVING GENETIC ALGORITHMS; STORMWATER BEST MANAGEMENT PRACTICES; SWAT; U.S. ENVIRONMENTAL PROTECTION AGENCY; WATER RESOURCES PLANNING AND MANAGEMENTS; WATERSHED MODELING;

EID: 84883050887     PISSN: 09204741     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11269-013-0375-3     Document Type: Article
Times cited : (31)

References (45)
  • 1
    • 33845235683 scopus 로고    scopus 로고
    • Cost-effective allocation of watershed management practices using a genetic algorithm
    • doi:10.1029/2006WR004931
    • Arabi M, Govindaraju RS, Hantush MM (2006) Cost-effective allocation of watershed management practices using a genetic algorithm. Water Resour Res AGU 42: W10429. doi: 10. 1029/2006WR004931.
    • (2006) Water Resour Res AGU , vol.42
    • Arabi, M.1    Govindaraju, R.S.2    Hantush, M.M.3
  • 2
    • 14244253011 scopus 로고    scopus 로고
    • SWAT2000: current capabilities and research opportunities in applied watershed modeling
    • Arnold JG, Fohrer R (2005) SWAT2000: current capabilities and research opportunities in applied watershed modeling. Hydrol Process 19(3): 563-572.
    • (2005) Hydrol Process , vol.19 , Issue.3 , pp. 563-572
    • Arnold, J.G.1    Fohrer, R.2
  • 5
    • 0000401181 scopus 로고
    • A sequential niche technique for multimodal function optimization
    • Beasley D, Bull DR, Martin RR (1993) A sequential niche technique for multimodal function optimization. Evol Comput 1(2): 101-125.
    • (1993) Evol Comput , vol.1 , Issue.2 , pp. 101-125
    • Beasley, D.1    Bull, D.R.2    Martin, R.R.3
  • 8
    • 33847707820 scopus 로고    scopus 로고
    • Applying a real-coded multi-population genetic algorithm to multi-reservoir operation
    • Chen L, Chang FJ (2007) Applying a real-coded multi-population genetic algorithm to multi-reservoir operation. Hydrol Process 21: 688-698.
    • (2007) Hydrol Process , vol.21 , pp. 688-698
    • Chen, L.1    Chang, F.J.2
  • 9
    • 3142562665 scopus 로고    scopus 로고
    • Effects of distribution-based parameter aggregation on a spatially distributed agricultural nonpoint source pollution model
    • Chen E, Mackay DS (2004) Effects of distribution-based parameter aggregation on a spatially distributed agricultural nonpoint source pollution model. J Hydrol 295(1-4): 211-224.
    • (2004) J Hydrol , vol.295 , Issue.1-4 , pp. 211-224
    • Chen, E.1    Mackay, D.S.2
  • 10
    • 84856371493 scopus 로고    scopus 로고
    • Multiobjective biogeography-based optimization based on predator-prey approach
    • Costa e Silva M, Coelho LS, Lebenaztajn L (2012) Multiobjective biogeography-based optimization based on predator-prey approach. IEEE Trans Magn 48(2): 951-954.
    • (2012) IEEE Trans Magn , vol.48 , Issue.2 , pp. 951-954
    • Costa E Silva, M.1    Coelho, L.S.2    Lebenaztajn, L.3
  • 11
    • 0000106320 scopus 로고
    • A naturally occurring niche and species phenomenon: the model and first results
    • In: Belew RK, Booker LB (eds), San Mateo, CA
    • Davidor Y (1991) A naturally occurring niche and species phenomenon: the model and first results. In: Belew RK, Booker LB (eds) Proc. of the Fourth Int. Conf. on Genetic Algorithms, San Mateo, CA, pp. 257-263.
    • (1991) Proc. of the Fourth Int. Conf. on Genetic Algorithms , pp. 257-263
    • Davidor, Y.1
  • 12
    • 11844291975 scopus 로고    scopus 로고
    • On the role of population size and niche radius in fitness sharing
    • Della Cioppa A, De Stefano C, Marcelli A (2004) On the role of population size and niche radius in fitness sharing. IEEE Trans Evol Comput 8(6): 580-592.
    • (2004) IEEE Trans Evol Comput , vol.8 , Issue.6 , pp. 580-592
    • della Cioppa, A.1    De Stefano, C.2    Marcelli, A.3
  • 13
    • 21044442628 scopus 로고    scopus 로고
    • Blackland Research and Extension Center, Texas Experiment Station and Grassland, Soil and Water Research Lab., USDA-ARS
    • Di Luzio M, Srinivasan R, Arnold JG, Neitsch SL (2002) ArcView interface for SWAT2000. Blackland Research and Extension Center, Texas Experiment Station and Grassland, Soil and Water Research Lab., USDA-ARS.
    • (2002) ArcView interface for SWAT2000
    • Di Luzio, M.1    Srinivasan, R.2    Arnold, J.G.3    Neitsch, S.L.4
  • 14
    • 0032029365 scopus 로고    scopus 로고
    • Model for preliminary catchment-scale planning of urban stormwater quality controls
    • Elliot A (1998) Model for preliminary catchment-scale planning of urban stormwater quality controls. J Environ Manag 52(3): 273-288.
    • (1998) J Environ Manag , vol.52 , Issue.3 , pp. 273-288
    • Elliot, A.1
  • 15
    • 18744395762 scopus 로고    scopus 로고
    • Watershed-scale evaluation of a system of storm water detention basins
    • Emerson CH, Welty C, Traver RG (2005) Watershed-scale evaluation of a system of storm water detention basins. J Hydrol Eng 10(3): 237-242.
    • (2005) J Hydrol Eng , vol.10 , Issue.3 , pp. 237-242
    • Emerson, C.H.1    Welty, C.2    Traver, R.G.3
  • 16
    • 33748060863 scopus 로고    scopus 로고
    • Multiobjective particle swarm optimization for parameter estimation in hydrology
    • Gill MK, Kaheil YH, Khalil A, McKee M, Bastidas L (2006) Multiobjective particle swarm optimization for parameter estimation in hydrology. Water Resour Res 43: W07417.
    • (2006) Water Resour Res , vol.43
    • Gill, M.K.1    Kaheil, Y.H.2    Khalil, A.3    McKee, M.4    Bastidas, L.5
  • 17
    • 0000411214 scopus 로고
    • Tabu search-Part I
    • Glover F (1989) Tabu search-Part I. ORSA J Comput 1(3): 190-206.
    • (1989) ORSA J Comput , vol.1 , Issue.3 , pp. 190-206
    • Glover, F.1
  • 18
    • 0001903624 scopus 로고
    • Genetic algorithms with sharing for multimodal function optimization
    • In: Grefenstette JJ (ed), Hilldale, NJ
    • Goldberg DE, Richardson J (1987) Genetic algorithms with sharing for multimodal function optimization. In: Grefenstette JJ (ed) Proc of the Second Int Conf on Genetic Algorithms, Hilldale, NJ, 41-49.
    • (1987) Proc of the Second Int Conf on Genetic Algorithms , pp. 41-49
    • Goldberg, D.E.1    Richardson, J.2
  • 19
    • 0033117411 scopus 로고    scopus 로고
    • Status of automatic calibration in hydrologic models: comparison with multilevel expert calibration
    • Gupta HV, Sorooshian S, Yapo PO (1999) Status of automatic calibration in hydrologic models: comparison with multilevel expert calibration. J Hydrol Eng 4(2): 135-143.
    • (1999) J Hydrol Eng , vol.4 , Issue.2 , pp. 135-143
    • Gupta, H.V.1    Sorooshian, S.2    Yapo, P.O.3
  • 20
    • 33745872965 scopus 로고    scopus 로고
    • The speciating island model: an alternative parallel evolutionary algorithm
    • Gustafson S, Burke EK (2006) The speciating island model: an alternative parallel evolutionary algorithm. J Parallel Distrib Comput 66(8): 1025-1036.
    • (2006) J Parallel Distrib Comput , vol.66 , Issue.8 , pp. 1025-1036
    • Gustafson, S.1    Burke, E.K.2
  • 21
    • 0037339199 scopus 로고    scopus 로고
    • Detention pond design and land use planning for watershed management
    • Harrell LJ, Ranjithan SR (2003) Detention pond design and land use planning for watershed management. J Water Resour Plan Manag 129(2): 98-106.
    • (2003) J Water Resour Plan Manag , vol.129 , Issue.2 , pp. 98-106
    • Harrell, L.J.1    Ranjithan, S.R.2
  • 22
    • 4544377528 scopus 로고    scopus 로고
    • Effect of watershed subdivision on SWAT flow, sediment, and nutrient predictions
    • Jha MK, Gassman PW, Secchi S, Gu RR, Arnold JG (2004) Effect of watershed subdivision on SWAT flow, sediment, and nutrient predictions. J Am Water Resour Assoc 40(3): 811-825.
    • (2004) J Am Water Resour Assoc , vol.40 , Issue.3 , pp. 811-825
    • Jha, M.K.1    Gassman, P.W.2    Secchi, S.3    Gu, R.R.4    Arnold, J.G.5
  • 23
    • 84860512527 scopus 로고    scopus 로고
    • Optimizing structural best management practices using SWAT and genetic algorithm to improve water quality goals
    • Kaini P, Artita KS, Nicklow JW (2012) Optimizing structural best management practices using SWAT and genetic algorithm to improve water quality goals. Water Resour Manag 26(10): 1827-1845.
    • (2012) Water Resour Manag , vol.26 , Issue.10 , pp. 1827-1845
    • Kaini, P.1    Artita, K.S.2    Nicklow, J.W.3
  • 24
    • 0036715627 scopus 로고    scopus 로고
    • A species conserving genetic algorithm for multimodal function optimization
    • Li JP, Balazs ME, Parks GT, Clarkson PJ (2002) A species conserving genetic algorithm for multimodal function optimization. Evol Comput 10(3): 207-234.
    • (2002) Evol Comput , vol.10 , Issue.3 , pp. 207-234
    • Li, J.P.1    Balazs, M.E.2    Parks, G.T.3    Clarkson, P.J.4
  • 25
    • 0042879971 scopus 로고    scopus 로고
    • Erratum: a species conserving genetic algorithm for multimodal function optimization
    • Li JP, Balazs ME, Parks GT, Clarkson PJ (2003) Erratum: a species conserving genetic algorithm for multimodal function optimization. Evol Comput 11(1): 107-109.
    • (2003) Evol Comput , vol.11 , Issue.1 , pp. 107-109
    • Li, J.P.1    Balazs, M.E.2    Parks, G.T.3    Clarkson, P.J.4
  • 26
    • 33947589419 scopus 로고    scopus 로고
    • Engineering design optimization using species-conserving genetic algorithms
    • Li JP, Balazs ME, Parks GT (2007) Engineering design optimization using species-conserving genetic algorithms. Eng Optim 39(2): 147-161.
    • (2007) Eng Optim , vol.39 , Issue.2 , pp. 147-161
    • Li, J.P.1    Balazs, M.E.2    Parks, G.T.3
  • 28
    • 7044228005 scopus 로고    scopus 로고
    • The length we go-Measuring environmental benefits of conservation practices
    • Mausbach MJ, Dedrick AR (2004) The length we go-Measuring environmental benefits of conservation practices. J Soil Water Conserv 59(5): 96-103.
    • (2004) J Soil Water Conserv , vol.59 , Issue.5 , pp. 96-103
    • Mausbach, M.J.1    Dedrick, A.R.2
  • 30
    • 0026224611 scopus 로고
    • The parallel genetic algorithm as function optimizer
    • Muhlenbein H, Schomisch M, Born J (1991) The parallel genetic algorithm as function optimizer. Parallel Comput 17(6-7): 619-632.
    • (1991) Parallel Comput , vol.17 , Issue.6-7 , pp. 619-632
    • Muhlenbein, H.1    Schomisch, M.2    Born, J.3
  • 31
    • 33847208492 scopus 로고    scopus 로고
    • Sensitivity of a distributed watershed simulation model to spatial scale
    • Muleta MK, Nicklow JW, Bekele EG (2007) Sensitivity of a distributed watershed simulation model to spatial scale. J Hydrol Eng ASCE 12(2): 163-172.
    • (2007) J Hydrol Eng ASCE , vol.12 , Issue.2 , pp. 163-172
    • Muleta, M.K.1    Nicklow, J.W.2    Bekele, E.G.3
  • 32
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models Part I-a discussion of principles
    • Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models Part I-a discussion of principles. J Hydrol 10: 282-290.
    • (1970) J Hydrol , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 35
    • 27544465521 scopus 로고    scopus 로고
    • Optimal locations of infiltration-based best management practices for stormwater management
    • Perez-Pedini C, Limbrunner JF, Vogel RM (2005) Optimal locations of infiltration-based best management practices for stormwater management. J Water Resour Plan Manag 131(6): 441-448.
    • (2005) J Water Resour Plan Manag , vol.131 , Issue.6 , pp. 441-448
    • Perez-Pedini, C.1    Limbrunner, J.F.2    Vogel, R.M.3
  • 38
    • 33645141811 scopus 로고    scopus 로고
    • Effect of watershed subdivision on simulation of water balance components
    • Tripathi MP, Raghuwanshi NS, Rao GP (2006) Effect of watershed subdivision on simulation of water balance components. Hydrol Process 20: 1137-1156.
    • (2006) Hydrol Process , vol.20 , pp. 1137-1156
    • Tripathi, M.P.1    Raghuwanshi, N.S.2    Rao, G.P.3
  • 41
    • 1642564505 scopus 로고    scopus 로고
    • Optimization procedure for cost effective BMP placement at a watershed scale
    • Veith TL, Wolfe ML, Heatwole CD (2003) Optimization procedure for cost effective BMP placement at a watershed scale. J Am Water Resour Assoc 39(6): 1331-1343.
    • (2003) J Am Water Resour Assoc , vol.39 , Issue.6 , pp. 1331-1343
    • Veith, T.L.1    Wolfe, M.L.2    Heatwole, C.D.3
  • 42
    • 0031277733 scopus 로고    scopus 로고
    • Multi-objective watershed level planning on storm water detention system
    • Yeh CH, Labadie JW (1997) Multi-objective watershed level planning on storm water detention system. J Water Resour Plan Manag 123(6): 336-343.
    • (1997) J Water Resour Plan Manag , vol.123 , Issue.6 , pp. 336-343
    • Yeh, C.H.1    Labadie, J.W.2
  • 43
    • 3042818387 scopus 로고    scopus 로고
    • An evolutionary algorithm to generate alternatives (EAGA) for engineering optimization problems
    • Zechman EM, Ranjithan RS (2004) An evolutionary algorithm to generate alternatives (EAGA) for engineering optimization problems. Eng Optim 36: 539-553.
    • (2004) Eng Optim , vol.36 , pp. 539-553
    • Zechman, E.M.1    Ranjithan, R.S.2
  • 44
    • 33847236201 scopus 로고    scopus 로고
    • Generating alternatives using evolutionary algorithms for water resources and environmental management problems
    • Zechman EM, Ranjithan RS (2007) Generating alternatives using evolutionary algorithms for water resources and environmental management problems. J Water Resour Plan Manag 133: 156-165.
    • (2007) J Water Resour Plan Manag , vol.133 , pp. 156-165
    • Zechman, E.M.1    Ranjithan, R.S.2
  • 45
    • 3142757349 scopus 로고    scopus 로고
    • Optimal location and sizing of stormwater basins at watershed scale
    • Zhen X, Yu SC, Lin J (2004) Optimal location and sizing of stormwater basins at watershed scale. J Water Resour Plan Manag 130(4): 339-347.
    • (2004) J Water Resour Plan Manag , vol.130 , Issue.4 , pp. 339-347
    • Zhen, X.1    Yu, S.C.2    Lin, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.