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Proceedings Papers

An Improved Implementation of the LBFGS Algorithm for Automatic History Matching

Guohua Gao, A. C. Reynolds
Paper presented at the SPE Annual Technical Conference and Exhibition, September 26–29, 2004
Paper Number: SPE-90058-MS
https://doi.org/10.2118/90058-MS
... of the LBFGS updating formula for the inverse Hessian matrix calculation. automatic history search direction reservoir simulation lbfg algorithm normalized step size step size matrix history implementation 1 iteration upstream oil & gas model parameter optimization problem objective...
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Proceedings Papers

The Tengiz Field History Matching Problem Revisited

Guohua Gao, Mohammad Zafari, A. C. Reynolds
Paper presented at the SPE Annual Technical Conference and Exhibition, September 26–29, 2004
Paper Number: SPE-90896-MS
https://doi.org/10.2118/90896-MS
... Abstract The limited memory Broyden-Fletcher-Goldfarb-Shanno (LBFGS) is an ideal optimization algorithm for large-scale automatic history matching problems. In previous work, we applied the LBFGS algorithm to condition a model of the Tengiz reservoir generated from static data to buildup...
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