Use of genetic algorithms for determining the transport parameters of core experiments

In Situ

Volumn 24, Issue 1, 2000, Pages 21-56

  Gumrah F ^a   Durgut, I ^b   Oz B ^c   Yeten, B ^d  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

^b Norwegian Institute for Science and Technology   (Norway)

^c UNIVERSITY OF ALBERTA   (Canada)

^d STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BOUNDARY CONDITIONS; ERROR ANALYSIS; GENETIC ALGORITHMS; GROUNDWATER POLLUTION; OPTIMIZATION; PETROLEUM RESERVOIRS; TOXIC MATERIALS; TRANSPORT PROPERTIES;

ADVECTIVE-DISPERSIVE CONTAMINANT EQUATIONS;

WASTEWATER DISPOSAL;

EID: 0033681788     PISSN: 01462520     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (35)

1. th Petroleum Congress of Turkey, Ankara, Turkey, 17-21(1992).
2. Arscott, R. L.: "New Directions in Environmental Production in Oil and Gas Operations," J. Pet. Tech., 41(4), 336-342 (1989).
3. Tsang, C.F.: "Comments on Model Validation," Transport in Porous Media, 2, 623-629 (1987).
4. Fetter, C. W.: Contaminant Hydrogeology, Prentice Hall, Englewood Cliffs, NJ (1993).
5. Goldberg, D. E.: Genetic Algorithms in Search. Optimisation, and Machine Learning, Addison-Wesley Publishing Company, Boston, MA (1989).
6. Aral, M. M. and Guan, J.: "Genetic Algorithms in Search of Groundwater Pollution Sources," Proc. Advances in Groundwater Pollution Control and Remediation, NATO ASI Series 2/9, Antalya, Turkey(1996).
7. Cieniawski, S. E., Eheart, J. W., and Ranjithan, S.: "Using Genetic Algorithms to Solve Multi-Objective Groundwater Monitoring Problem," Water Resources Research, 31(2), 399-409(1995).
8. McKinney, D. C., and Lin., M. D.: "Groundwater Optimisation Using Genetic Algorithms," Water Resources Research, 30(6), 1897-1906(1994).
9. Ranjithan, S. J., Eheart, W., and Liebman, J.: "Incorporating Fixed-Cost Component of Pumping into Stochastic Groundwater Management, A Genetic Algorithm Based Optimisation Approach," EOS Trans., AGU, 74(14), Spring Meeting Suppl., 125-133(1992).
10. Chambers, L.: Practical Handbook of Genetic Algorithms, Applications, 1, CRC Presss, Inc., Boca Raton, FL (1995).
11. Michalewicz, Z.: Genetic Algorithms + Data Structures = Evolution Programs, pp. 31-42, Springer-Verlag, New York (1996).
12. Press, W.H., Flannery, B.P., Teukolsky, S.A., and Vetterling, W.T.: Numerical Recipes in C:The Art of Scientific Computing, Second Edition, Cambridge University Press, New York (1993).
13. Schuette, J.F. and Pevear, D.R.: "Matchmod: A Genetic Algorithm to Interpret X-Ray Diffraction Patterns," in Artificial Intelligence in the Petroleum Industry, Symbolic and Computational Applications, B.Braunschweig and R. Day, eds., Editions Technip, Paris, Chapt. 14, 397-415(1995).
14. th Annual Technical Conference and Exhibition of the Society of Petroleum Engineers, Houston, Texas, October 3-6, 1993.
15. Stoffa, P.L. and Sen, M.K.: "Nonlinear Multiparameter Optimisation Using Genetic Algorithms: Inversion of Plane-Wave Seismograms," Geophysics, 56, 1794-1810(1991).
16. th Annual Technical Conference and Exhibition of the Society of Petroleum Engineers, Washington, DC, October 4-7, 1992.
17. Hsieh, P. A.: "A New Formula for the Analytical Solution of the Radial Dispersion Problem," Water Resources Research, 22(11), 1597-1605(1986).
18. Bear, J.: Dynamics of Fluids in Porous Media, Elsevier, New York(1972).
19. Tang, D. H., Frind, E. O., and Sudicky, E. A.: "Contaminant Transport in Fractured Porous Media: Analytical Solution for a Single Fracture," Water Resources Research, 17(3), 555-564(1981).
20. Rowe, R.K., Hrapovic, L and Kosaric, N.: "Diffusion of Chloride and Dichloromethane Through an HDPE Geomembrane," Geotechnical Research Centre Report GEOT-3-95, Faculty of Engineering Science, University of Western Ontario, London, Canada(1995).
21. Fried, J.J.: Groundwater Pollution, Elsevier, New York (1975).
22. Anderson, M.P.: "Using Models to Simulate the Movement of Contaminants Through Groundwater Flow Systems," CRC Crit. Rev. Envir. Control, 9(11), 97-156(1979).
23. Gelhar, L.W., GutJohn, A.L., and Nott, R.L.: "Stochastic Analysis of Macrodispersion in a Stratified Aquifer," Water Resources Research, 15(6), 1387-1397(1979).
24. Matheron, G. and de Marsily, G.: "Is Transport in Porous Media Always Diffusive? A Counter Example," Water Resources Research, 16(5), 901-917(1980).
25. Gelhar, L.W. and Axness, C.L.: "Three-Dimensional Stochastic Analysis of Macrodispersion in Aquifers," Water Resources Research, 19(1), 161-180(1983).
26. Pinder, G.F.: "A Galerkin-Finite Element Simulation of Groundwater Contamination on Long Island," Water Resources Research, 9(6), 1657-1669(1973).
27. Bredehoeft, J.D. and Pinder, G.F.: " Mass Transport in Flowing Groundwater," Water Resources Research, 9(1), 144-210(1973).
28. Robertson, J.B. and Barraclough, J.T.: "Radioactive and Chemical Waste Transport in Groundwater of National Reactor Testing Station= 20-Year Case History and Digital Model," Proceedings of the International Symposium on Underground Waste Management and Artificial Recharge, New Orleans, Louisiana. American Association of Petroleum Geologists, 1, 291-322, September 26-30, 1973.
29. Valocchi, A.J., Roberts, P.V., Parks, G.A., and Street, R.L.: "Simulation of the Transport of Ion Exchanging Solutes Using Laboratory Determined Chemical Parameter Values," Groundwater, 19(6), 600-607(1981).
30. Vaccaro, J.J. and Bolke, E.L.: "Evaluation of Water Quality Characteristics of Part of the Spokane Aquifer, Washington and Idaho, Using a Solute Transport Model, U.S.G.S.," Water Resources Investigations, Open File Report, 82-769, Tacoma, WA(1983).
31. Gelhar, L.W., Mantoglou, A., Weltye, L., and Rehteldt, K.R.: "A Revison of Fieldscale Physical Solute Transport Processes in Saturated and Unsaturated Porous Media," EA-4190, EPRI Research Project 2485-5 (August 1985).
32. Klotz, D. and Moser, H.: "Hydrodynamic Dispersion as Aquifer Characteristics: Model Experiments with Radioactive Tracers," in Proceedings of Isotope Techniques in Groundwater Hydrology, 2, 341-355(1974).
33. Brigham, W.E., Reed, P.W., and Deo, J.N.: "Experiments on Mixing During Miscible Displacement in Porous Media," SPE Journal, 1, 1-8(1961).
34. st International Conference on the Practice and the Theory of Automated Timetabling, Edinburgh, UK(1995).
35. Freeze, R.A., and Cherry, J.A.: Groundwater, Prentice-Hall, Englewood Cliffs, N.J.(1979).