Column and batch reactive transport experiment parameter estimation using a genetic algorithm

Computers and Geosciences

Volumn 34, Issue 1, 2008, Pages 24-34

  Massoudieh, Arash ^a   Mathew, Ann ^a   Ginn, Timothy R ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Batch study; Column study; Contaminant transport; Genetic algorithm; Numerical modeling; Parameter estimation

Indexed keywords

C (PROGRAMMING LANGUAGE); CONVERGENCE OF NUMERICAL METHODS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; REACTION RATES; SORPTION;

CONTAMINANT TRANSPORT; NONLINEAR REACTION MODELS;

SOLUTE TRANSPORT;

C (PROGRAMMING LANGUAGE); CONVERGENCE OF NUMERICAL METHODS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; REACTION RATES; SOLUTE TRANSPORT; SORPTION;

ESTIMATION METHOD; GENETIC ALGORITHM; NUMERICAL MODEL; PARAMETERIZATION; POROUS MEDIUM; REACTIVE TRANSPORT; SOLUTE TRANSPORT;

EID: 35748966124     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2007.02.005     Document Type: Article

References (24)

1. Almasri M.N., and Kaluarachchi J.J. Multi-criteria decision analysis for the optimal management of nitrate contamination of aquifers. Journal of Environmental Management 74 4 (2005) 365-381
2. Balascio C.C., Palmeri D.J., and Gao H. Use of Genetic Algorithm and multi-objective programming for calibration of a hydrologic model. Transactions of ASAE 41 3 (1998) 615-619
3. Chen H.W., and Chang N. Water pollution control in the river basin by fuzzy Genetic Algorithm-based multiobjective programming modeling. Water Science and Technology 37 8 (1998) 55-63
4. Cho J.H., Sung K.S., and Ha R.S. A river water quality management model for optimising regional wastewater treatment using a Genetic Algorithm. Journal of Environmental Management 73 3 (2004) 229-242
5. Davis L. Handbook of Genetic Algorithm (1991), Van Nostrand Reinhold, New York, NY 358pp.
6. Fazal M.A., Imaizumi M., Ishida S., Kawachi T., and Tsuchihara T. Estimating groundwater recharge using the SMAR conceptual model calibrated by Genetic Algorithm. Journal of Hydrology 303 1-4 (2005) 56-78
7. Fetter C.W. Contaminant Hydrogeology. second ed. (1992), Prentice-Hall, Englewood Cliffs, NJ 458pp.
8. Goldberg D.E. Genetic Algorithm in Search, Optimization, and Machine Learning (1989), Addison Wesley, Reading, MA 500pp.
9. Gregorio S.D., Serra M., and Villani M. Applying cellular automata to complex environmental problems: the simulation of the bioremediation of contaminated soils. Theoretical Computer Science 217 1 (1999) 131-156
10. Gupta I., Gupta A., and Khanna P. Genetic Algortithm for optimization of water distribution systems. Environmental Modeling and Software 14 (1999) 437-446
11. Guria C., Bhattacharya P.K., and Gupta S.K. Multi-objective optimization of reverse osmosis desalination units using different adaptations of the non-dominated sorting genetic algorithm (NSGA). Computers and Chemical Engineering 29 9 (2005) 1977-1995
12. Holand J.H. Adaptation in Natural and Artificial Systems (1975), MIT Press, Cambridge, MA 211pp.
13. Li X., Scheibe T.D., and Johnson W.P. Apparent decreases in colloid deposition rate coefficients with distance of transport under unfavorable deposition conditions: a general phenomenon. Environmental Science and Technology 38 21 (2004) 5616-5625
14. Mulligan A.E., and Brown C.L. Genetic Algorithms for calibrating water quality models. Journal of Environmental Engineering, ASCE 211 (1998) 202-211
15. Ndiritu J.G., and Daniell T.M. Assessing model calibration adequacy via global optimization. Water SA 25 3 (1999) 317-326
16. Ng W.M., and Perera B.J.C. Selection of genetic algorithm operators for river water quality model calibration. Engineering Applications of Artificial Intelligence 16 5-6 (2003) 529-541
17. Ostfeld A., and Salomons S. A hybrid genetic-instance based learning algorithm for CE-QUAL-W2 calibration. Journal of Hydrology 310 1-4 (2005) 122-142
18. Rao P.S.C., and Jessup R.E. Sorption and movement of pesticides and other toxic organic substances in soils. In: Nelson D.W., Tanji K.K., and Elrick D.E. (Eds). Chemical Mobility and Reactivity in Soil System (1983), Soil Science Society of America, Madison, WI 183-201
19. Schutze M., Butler D., and Bruce Beck M. Optimisation of control strategies for the urban wastewater system-an integrated approach. Water Science and Technology 39 9 (1999) 1999
20. Toride N., Leij F.J., and Genuchten M.T. The CXTFIT Code for Estimating Transport Parameters from Laboratory or Field Tracer Experiments (Ver 2.1) (1995), US Salinity Laboratory, Agricultural Research Service, US Department of Agriculture, Riverside, CA 140p
21. Wang Q.J. The Genetic Algorithm and its application to calibrating conceptual Rainfall-Runoff models. Water Resources Research 27 9 (1991) 2467-2471
22. Wang Q.J. Using genetic algorithms to optimize model parameters. Environmental Modeling and Software 12 1 (1997) 27-34
23. Wesseling P. von Neumann stability conditions for the convection-diffusion equation. IMA Journal of Numerical Analysis 16 4 (1996) 583-598
24. Yagi S., and Shiba S. Application of genetic algorithms and fuzzy control to a combined sewer pumping station. Water Resources Research 39 9 (1999) 217-224