-
2
-
-
0032858697
-
Optimal design of aquifer cleanup systems under uncertainty using a neural network and a genetic algorithm
-
Aly A.H., Peralta R.C. Optimal design of aquifer cleanup systems under uncertainty using a neural network and a genetic algorithm. Water Resources Research 1999, 35(8):2523-2532.
-
(1999)
Water Resources Research
, vol.35
, Issue.8
, pp. 2523-2532
-
-
Aly, A.H.1
Peralta, R.C.2
-
3
-
-
13544249604
-
Approximating a finite element model by neural network prediction for facility optimization in groundwater engineering
-
Arndt O., Barth T., Freisleben B., Grauer M. Approximating a finite element model by neural network prediction for facility optimization in groundwater engineering. European Journal of Operational Research 2005, 166:769-781.
-
(2005)
European Journal of Operational Research
, vol.166
, pp. 769-781
-
-
Arndt, O.1
Barth, T.2
Freisleben, B.3
Grauer, M.4
-
4
-
-
45849097930
-
A simulation/optimization model for the identification of unknown groundwater well locations and pumping rates
-
Ayvaz M.T., Karahan H. A simulation/optimization model for the identification of unknown groundwater well locations and pumping rates. Journal of Hydrology 2008, 357(1-2):76-92.
-
(2008)
Journal of Hydrology
, vol.357
, Issue.1-2
, pp. 76-92
-
-
Ayvaz, M.T.1
Karahan, H.2
-
5
-
-
0036997582
-
Rainfall runoff modeling based on genetic programming
-
Babovic V., Keijzer M. Rainfall runoff modeling based on genetic programming. Nordic Hydrology 2002, 33:331-343.
-
(2002)
Nordic Hydrology
, vol.33
, pp. 331-343
-
-
Babovic, V.1
Keijzer, M.2
-
6
-
-
0003776109
-
-
Kluwer Academic Publishers, London
-
Bear J., Cheng A.H.-D., Sorek S., Ouazar D., Herrera I. Seawater Intrusion in Coastal Aquifers - Concepts, Methods and Practices 1999, Kluwer Academic Publishers, London.
-
(1999)
Seawater Intrusion in Coastal Aquifers - Concepts, Methods and Practices
-
-
Bear, J.1
Cheng, A.H.-D.2
Sorek, S.3
Ouazar, D.4
Herrera, I.5
-
7
-
-
57649221780
-
A stochastic sampling design using a multi-objective genetic algorithm and adaptive neural networks
-
Behzadian K., Kapelan Z., Savic D., Ardeshir A. A stochastic sampling design using a multi-objective genetic algorithm and adaptive neural networks. Environ Model Software 2009, 24(4):530-541.
-
(2009)
Environ Model Software
, vol.24
, Issue.4
, pp. 530-541
-
-
Behzadian, K.1
Kapelan, Z.2
Savic, D.3
Ardeshir, A.4
-
8
-
-
77957870642
-
-
Management of Saltwater Intrusion in Coastal Aquifers using ANN-GA Based Simulation Optimization Approach, PhD thesis, Indian Institute of Technology Kanpur, Kanpur, India
-
Bhattacharjya, R.K., 2003. Management of Saltwater Intrusion in Coastal Aquifers using ANN-GA Based Simulation Optimization Approach, PhD thesis, Indian Institute of Technology Kanpur, Kanpur, India.
-
(2003)
-
-
Bhattacharjya, R.K.1
-
9
-
-
22344432020
-
Optimal management of coastal aquifer using linked simulation optimization approach
-
Bhattacharjya R.K., Datta B. Optimal management of coastal aquifer using linked simulation optimization approach. Water Resources Management 2005, 19(3):295-320.
-
(2005)
Water Resources Management
, vol.19
, Issue.3
, pp. 295-320
-
-
Bhattacharjya, R.K.1
Datta, B.2
-
11
-
-
0033859785
-
Pumping optimization in saltwater-intruded coastal aquifers
-
Cheng A.H.D., Halhal D., Naji A., Ouazar D. Pumping optimization in saltwater-intruded coastal aquifers. Water Resources Research 2000, 36(8):2155-2165.
-
(2000)
Water Resources Research
, vol.36
, Issue.8
, pp. 2155-2165
-
-
Cheng, A.H.D.1
Halhal, D.2
Naji, A.3
Ouazar, D.4
-
12
-
-
0032005920
-
Seawater-freshwater interface in a stratified aquifer of random permeability distribution
-
Dagan G., Zeitoun D.G. Seawater-freshwater interface in a stratified aquifer of random permeability distribution. Journal of Contaminant Hydrology 1998, 29(3):185-203.
-
(1998)
Journal of Contaminant Hydrology
, vol.29
, Issue.3
, pp. 185-203
-
-
Dagan, G.1
Zeitoun, D.G.2
-
13
-
-
0032779895
-
Development of management models for sustainable use of coastal aquifers
-
Das A., Datta B. Development of management models for sustainable use of coastal aquifers. Journal of Irrigation and Drainage Engineering-Asce 1999, 125(3):112-121.
-
(1999)
Journal of Irrigation and Drainage Engineering-Asce
, vol.125
, Issue.3
, pp. 112-121
-
-
Das, A.1
Datta, B.2
-
16
-
-
70549102051
-
Multi-objective management of saltwater intrusion in coastal aquifers using linked simulation optimization - methodology development and performance evaluation
-
Dhar A., Datta B. Multi-objective management of saltwater intrusion in coastal aquifers using linked simulation optimization - methodology development and performance evaluation. Journal of Hydrologic Engineering-Asce 2009, 14(12):1263-1272.
-
(2009)
Journal of Hydrologic Engineering-Asce
, vol.14
, Issue.12
, pp. 1263-1272
-
-
Dhar, A.1
Datta, B.2
-
17
-
-
44349112109
-
-
Prediction and modelling of the flow of a typical urban basin through genetic programming. In: S. Cagnoni, J. Gottieb, E. Hart, M. Middendorf, G.R. Raidl (Editors)
-
Dorado, J., Rabunal, J.R., Puertas, J., Santos, A., Rivero, D., 2002. Prediction and modelling of the flow of a typical urban basin through genetic programming. In: S. Cagnoni, J. Gottieb, E. Hart, M. Middendorf, G.R. Raidl (Editors), pp. 190-201.
-
(2002)
, pp. 190-201
-
-
Dorado, J.1
Rabunal, J.R.2
Puertas, J.3
Santos, A.4
Rivero, D.5
-
18
-
-
0032079941
-
Management model for conjunctive use of coastal surface water and ground water
-
Emch P.G., Yeh W.W.G. Management model for conjunctive use of coastal surface water and ground water. Journal of Water Resources Planning and Management-Asce 1998, 124(3):129-139.
-
(1998)
Journal of Water Resources Planning and Management-Asce
, vol.124
, Issue.3
, pp. 129-139
-
-
Emch, P.G.1
Yeh, W.W.G.2
-
19
-
-
77957880524
-
-
Discipulus™ Software Owner's Manual, version 3.0 DRAFT. Machine Learning Technologies Inc., Littleton, CO, USA
-
Francone, F.D., 1998. Discipulus™ Software Owner's Manual, version 3.0 DRAFT. Machine Learning Technologies Inc., Littleton, CO, USA.
-
(1998)
-
-
Francone, F.D.1
-
20
-
-
0001867238
-
Intelligence neural network connection weights
-
Garson G.D. Intelligence neural network connection weights. Artificial Intelligence Expert 1991, 6:47-51.
-
(1991)
Artificial Intelligence Expert
, vol.6
, pp. 47-51
-
-
Garson, G.D.1
-
21
-
-
46749107461
-
Real-time wave forecasting using genetic programming
-
Gaur S., Deo M.C. Real-time wave forecasting using genetic programming. Ocean Engineering 2008, 35(11-12):1166-1172.
-
(2008)
Ocean Engineering
, vol.35
, Issue.11-12
, pp. 1166-1172
-
-
Gaur, S.1
Deo, M.C.2
-
22
-
-
0037442845
-
Review and comparison of methods to study the contribution of variables in artificial neural network models
-
Gevrey M., Dimopoulos L., Lek S. Review and comparison of methods to study the contribution of variables in artificial neural network models. Ecological Modelling 2003, 160:249-264.
-
(2003)
Ecological Modelling
, vol.160
, pp. 249-264
-
-
Gevrey, M.1
Dimopoulos, L.2
Lek, S.3
-
23
-
-
0029223565
-
Back-propagation neural networks for modelling complex systems
-
Goh A.T.C. Back-propagation neural networks for modelling complex systems. Artificial Intelligence in Engineering 1995, 9:143-151.
-
(1995)
Artificial Intelligence in Engineering
, vol.9
, pp. 143-151
-
-
Goh, A.T.C.1
-
24
-
-
0020642405
-
A review of distributed parameter groundwater-management modelling methods
-
Gorelick S.M. A review of distributed parameter groundwater-management modelling methods. Water Resources Research 1983, 19(2):305-319.
-
(1983)
Water Resources Research
, vol.19
, Issue.2
, pp. 305-319
-
-
Gorelick, S.M.1
-
25
-
-
0021639791
-
Aquifer reclamation design: the use of contaminant transport simulation combined with non-linear programming
-
Gorelick S.M., Voss C.I., Gill P.E., Murray W., Saunders M.A., Wright M.H. Aquifer reclamation design: the use of contaminant transport simulation combined with non-linear programming. Water Resources Research 1984, 20(4):415-427.
-
(1984)
Water Resources Research
, vol.20
, Issue.4
, pp. 415-427
-
-
Gorelick, S.M.1
Voss, C.I.2
Gill, P.E.3
Murray, W.4
Saunders, M.A.5
Wright, M.H.6
-
27
-
-
0031282498
-
Inverse modelling of seawater intrusion in the Llobregat delta deep aquifer
-
Iribar V., Carrera J., Custodio E., Medina A. Inverse modelling of seawater intrusion in the Llobregat delta deep aquifer. Journal of Hydrology 1997, 198(1-4):226-244.
-
(1997)
Journal of Hydrology
, vol.198
, Issue.1-4
, pp. 226-244
-
-
Iribar, V.1
Carrera, J.2
Custodio, E.3
Medina, A.4
-
28
-
-
21144433756
-
A comprehensive survey of fitness approximation in evolutionary Computation
-
Jin Y. A comprehensive survey of fitness approximation in evolutionary Computation. Soft Computing 2005, 9(1):3-12.
-
(2005)
Soft Computing
, vol.9
, Issue.1
, pp. 3-12
-
-
Jin, Y.1
-
29
-
-
33745978088
-
Combining genetic algorithms and boundary elements to optimize coastal aquifers' management
-
Katsifarakis K.L., Petala Z. Combining genetic algorithms and boundary elements to optimize coastal aquifers' management. Journal of Hydrology 2006, 327(1-2):200-207.
-
(2006)
Journal of Hydrology
, vol.327
, Issue.1-2
, pp. 200-207
-
-
Katsifarakis, K.L.1
Petala, Z.2
-
30
-
-
77957878725
-
-
A pumping optimization of coastal aquifers using 3-d density models and approximations with neural networks. In: XVI International Conference on Computational Methods in Water Resources, Copenhagen
-
Kourakos, G., Mantoglou, A., 2006. A pumping optimization of coastal aquifers using 3-d density models and approximations with neural networks. In: XVI International Conference on Computational Methods in Water Resources, Copenhagen.
-
(2006)
-
-
Kourakos, G.1
Mantoglou, A.2
-
31
-
-
62349136438
-
Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural network models
-
Kourakos G., Mantoglou A. Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural network models. Advances in Water Resources 2009, 32(4):507-521.
-
(2009)
Advances in Water Resources
, vol.32
, Issue.4
, pp. 507-521
-
-
Kourakos, G.1
Mantoglou, A.2
-
32
-
-
0002568507
-
Genetic programming as a means for programming computers by natural selection
-
Koza J.R. Genetic programming as a means for programming computers by natural selection. Statistics and Computing 1994, 4(2):87-112.
-
(1994)
Statistics and Computing
, vol.4
, Issue.2
, pp. 87-112
-
-
Koza, J.R.1
-
33
-
-
77957863726
-
-
A Three-Dimensional Finite Element Computer Model for Simulating Density-Dependent Flow and Transport in Variable Saturated Media: Version 3.0, US Army Engineer Research and Development Center, Vicksburg, Miss
-
Lin, H-C.J., Richards, D.R., Talbot, C.A., Yeh, G-T., Cheng, J-R., Cheng, H-P., Jones, N.L., 1997. A Three-Dimensional Finite Element Computer Model for Simulating Density-Dependent Flow and Transport in Variable Saturated Media: Version 3.0, US Army Engineer Research and Development Center, Vicksburg, Miss.
-
(1997)
-
-
Lin, H-C.J.1
Richards, D.R.2
Talbot, C.A.3
Yeh, G-T.4
Cheng, J-R.5
Cheng, H-P.6
Jones, N.L.7
-
34
-
-
40849130727
-
Short-term streamflow forecasting with global climate change implications - a comparative study between genetic programming and neural network models
-
Makkeasorn A., Chang N.B., Zhou X. Short-term streamflow forecasting with global climate change implications - a comparative study between genetic programming and neural network models. Journal of Hydrology 2008, 352(3-4):336-354.
-
(2008)
Journal of Hydrology
, vol.352
, Issue.3-4
, pp. 336-354
-
-
Makkeasorn, A.1
Chang, N.B.2
Zhou, X.3
-
35
-
-
1242299707
-
Pumping management of coastal aquifers using analytical models of saltwater intrusion
-
Mantoglou A. Pumping management of coastal aquifers using analytical models of saltwater intrusion. Water Resources Research 2003, 39(12).
-
(2003)
Water Resources Research
, vol.39
, Issue.12
-
-
Mantoglou, A.1
-
36
-
-
52949096486
-
Optimal design of pumping networks in coastal aquifers using sharp interface models
-
Mantoglou A., Papantoniou M. Optimal design of pumping networks in coastal aquifers using sharp interface models. Journal of Hydrology 2008, 361(1-2):52-63.
-
(2008)
Journal of Hydrology
, vol.361
, Issue.1-2
, pp. 52-63
-
-
Mantoglou, A.1
Papantoniou, M.2
-
37
-
-
3242745350
-
Management of coastal aquifers based on nonlinear optimization and evolutionary algorithms
-
Mantoglou A., Papantoniou M., Giannoulopoulos P. Management of coastal aquifers based on nonlinear optimization and evolutionary algorithms. Journal of Hydrology 2004, 297(1-4):209-228.
-
(2004)
Journal of Hydrology
, vol.297
, Issue.1-4
, pp. 209-228
-
-
Mantoglou, A.1
Papantoniou, M.2
Giannoulopoulos, P.3
-
38
-
-
0037102687
-
Illuminating the " black box": a randomization approach for understanding variable contributions in artificial neural networks
-
Olden J.D., Jackson D.A. Illuminating the " black box": a randomization approach for understanding variable contributions in artificial neural networks. Ecological Modelling 2002, 154(1-2):135-150.
-
(2002)
Ecological Modelling
, vol.154
, Issue.1-2
, pp. 135-150
-
-
Olden, J.D.1
Jackson, D.A.2
-
39
-
-
59649086425
-
Toward improving the reliability of hydrologic prediction: model structure uncertainty and its quantification using ensemble-based genetic programming framework
-
Parasuraman K., Elshorbagy A. Toward improving the reliability of hydrologic prediction: model structure uncertainty and its quantification using ensemble-based genetic programming framework. Water Resources Research 2008, 44(12).
-
(2008)
Water Resources Research
, vol.44
, Issue.12
-
-
Parasuraman, K.1
Elshorbagy, A.2
-
40
-
-
1842433822
-
Multi-objective optimization of pumping rates and well placement in coastal aquifers
-
Park C.H., Aral M.M. Multi-objective optimization of pumping rates and well placement in coastal aquifers. Journal of Hydrology 2004, 290(1-2):80-99.
-
(2004)
Journal of Hydrology
, vol.290
, Issue.1-2
, pp. 80-99
-
-
Park, C.H.1
Aral, M.M.2
-
41
-
-
0027464578
-
Neural network based screening for groundwater reclamation under uncertainty
-
Ranjithan S., Eheart J.W., Garrett J.H. Neural network based screening for groundwater reclamation under uncertainty. Water Resources Research 1993, 29(3):563-574.
-
(1993)
Water Resources Research
, vol.29
, Issue.3
, pp. 563-574
-
-
Ranjithan, S.1
Eheart, J.W.2
Garrett, J.H.3
-
42
-
-
2342488911
-
Conjunctive use of surface and groundwater for coastal and deltaic systems
-
Rao S.V.N., Bhallamudi S.M., Thandaveswara B.S., Mishra G.C. Conjunctive use of surface and groundwater for coastal and deltaic systems. Journal of Water Resources Planning and Management-Asce 2004, 130(3):255-267.
-
(2004)
Journal of Water Resources Planning and Management-Asce
, vol.130
, Issue.3
, pp. 255-267
-
-
Rao, S.V.N.1
Bhallamudi, S.M.2
Thandaveswara, B.S.3
Mishra, G.C.4
-
43
-
-
0028988614
-
Field-scale groundwater remediation using neural networks and the genetic algorithm
-
Rogers L.L., Dowla F.U., Johnson V.M. Field-scale groundwater remediation using neural networks and the genetic algorithm. Environmental Science & Technology 1995, 29(5):1145-1155.
-
(1995)
Environmental Science & Technology
, vol.29
, Issue.5
, pp. 1145-1155
-
-
Rogers, L.L.1
Dowla, F.U.2
Johnson, V.M.3
-
44
-
-
84949954212
-
-
Forecasting using genetic programming. In: Proceedings of the 33rd Southeastern Symposium on System Theory, Athens, OH, USA
-
Sheta, A.F., Mahmoud, A., 2001. Forecasting using genetic programming. In: Proceedings of the 33rd Southeastern Symposium on System Theory, Athens, OH, USA, pp. 343-347.
-
(2001)
, pp. 343-347
-
-
Sheta, A.F.1
Mahmoud, A.2
-
45
-
-
0023349730
-
Large sample properties of simulations using latin hypercube sampling
-
Stein M. Large sample properties of simulations using latin hypercube sampling. Technometrics 1987, 29:143-151.
-
(1987)
Technometrics
, vol.29
, pp. 143-151
-
-
Stein, M.1
-
46
-
-
77957884798
-
-
US EPA, 1992.(March 2010)
-
US EPA, 1992.(March 2010). http://www.epa.gov/safewater/consumer/2ndstandards.html.
-
(2010)
-
-
-
47
-
-
0032104179
-
Ground water management optimization using genetic algorithms and simulated annealing: formulation and comparison
-
Wang M., Zheng C. Ground water management optimization using genetic algorithms and simulated annealing: formulation and comparison. Journal of the American Water Resources Association 1998, 34(3):519-530.
-
(1998)
Journal of the American Water Resources Association
, vol.34
, Issue.3
, pp. 519-530
-
-
Wang, M.1
Zheng, C.2
-
48
-
-
68349105875
-
A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series
-
Wang W.C., Chau K.W., Cheng C.T., Qiu L. A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series. Journal of Hydrology 2009, 374(3-4):294-306.
-
(2009)
Journal of Hydrology
, vol.374
, Issue.3-4
, pp. 294-306
-
-
Wang, W.C.1
Chau, K.W.2
Cheng, C.T.3
Qiu, L.4
-
49
-
-
33745438549
-
Optimal groundwater remediation design using an adaptive neural network genetic algorithm
-
Yan S.Q., Minsker B. Optimal groundwater remediation design using an adaptive neural network genetic algorithm. Water Resources Research 2006, 42(5).
-
(2006)
Water Resources Research
, vol.42
, Issue.5
-
-
Yan, S.Q.1
Minsker, B.2
-
50
-
-
37249093949
-
A genetic programming-based surrogate model development and its application to a groundwater source identification problem
-
Zechman Emily, Baha Mirghani, Mahinthakumar G., Ranji Ranjithan S. A genetic programming-based surrogate model development and its application to a groundwater source identification problem. ASCE Conference Proceeding 2005, 173:341.
-
(2005)
ASCE Conference Proceeding
, vol.173
, pp. 341
-
-
Zechman, E.1
Baha, M.2
Mahinthakumar, G.3
Ranji Ranjithan, S.4
|