Oil reservoir production forecasting with uncertainty estimation using genetic algorithms

Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999

Volumn 2, Issue , 1999, Pages 1217-1223

  Soleng, Harald H ^a  

^a NORWEGIAN COMPUTING CENTER   (Norway)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; GENETIC ALGORITHMS; UNCERTAINTY ANALYSIS;

NEAR-OPTIMAL SOLUTIONS; OBJECTIVE FUNCTIONS; OPTIMIZATION METHOD; OPTIMIZATION PROBLEMS; PRODUCTION FORECASTING; PRODUCTION STRATEGY; UNCERTAINTY ESTIMATES; UNCERTAINTY ESTIMATION;

PETROLEUM RESERVOIRS;

EID: 80052524806     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.1999.782574     Document Type: Conference Paper

References (7)

1. D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, Massachusetts: Addison-Wesley, 1989.
2. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs. Springer, Berlin: Springer, 3 ed., 1996.
3. F. J. T. Floris, M. D. Bush, M. Cuypers, F. Roggero, and A. R. Syversveen, "Comparison of production forecast uncertainty quantification methods: an integrated study", work in progress, 1999.
4. M. Wall, GAlib: A C++ Library of Genetic Algorithm Components. MIT, Mechanical Engineering Department, Massachusetts Institute of Technology, Aug. 1996. http://lancet.mit.edu/ga.
5. L. Holden, H. H. Soleng, and A. R. Syversveen, "History matching with uncertainty quantification", In Proceedings of the 1999 Annual Conference of the International Association for Mathematical Geology, 1999. Accepted for publication.
6. L. Holden, R. Hauge, Ø. Skare, and A. Skorstad, "Modeling of fluivial reservoir with object models", Mathematical Geology, vol. 30, pp. 473-496, July 1998.
7. C. C. Holmes and B. K. Mallick, "Parallel Markov chain Monte Carlo sampling: an evolutionary approach", tech. rep., Imperial College, London, 1998.