Effect of sampling strategies on prediction uncertainty estimation

SPE Reservoir Simulation Symposium Proceedings

Volumn , Issue , 2007, Pages 357-363

  Erbas D ^a   Christie, M A ^b  

^a BP EXPLORATION   (United Kingdom)

^b HERIOT WATT UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; ERROR ANALYSIS; GENETIC ALGORITHMS; INTERPOLATION; PETROLEUM RESERVOIRS; RANDOM PROCESSES; UNCERTAINTY ANALYSIS;

BAYESIAN ANALYSIS; INTERPOLATION ERRORS; NEIGHBOURHOOD ALGORITHM (NA); STOCHASTIC SAMPLING;

SAMPLING;

EID: 34248996891     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2118/106229-ms     Document Type: Conference Paper

References (7)

1. Sivia, D. Data Analysis: A Bayesian Tutorial, Claredon Press, Oxford Science Publications (1996).
2. Christie, M. A., Glimm, J., Grove, J.W., Higdon, D. M., Sharp, D.H. and Wood-Schultz, M.M.: "Error Analysis and Simulations of Complex Phenomena", Los Alamos Science (2005) 29.
3. Goldberg, D.E. Genetic Algorithms in Search, Optimisation and Machine Learning. Addison-Wesley Publishing Company Inc., Reading, Massachusetts (1989).
4. Michalewicz, Z. Genetic Algorithms + Data Structures = Evolution Programs. Springer, New York (1999).
5. Sambridge, M.: "Geophysical Inversion with a Neighbourhood Algorithm - I. Searching a Parameter Space", Geophysics J. Int. (1999) 138, 479-494.
6. Okabe, A., Boots, B. and Sugihara, K. Spatial Tessellations - Concepts and Applications of Voronoi Diagrams. John Wiley & Sons, England (1992).
7. Sambridge, M.: "Geophysical Inversion with a Neighbourhood Algorithm - II. Appraising the Ensemble", Geophysics J. Int. (1999) 138, 727-745.