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• W2096595800 abstract "This paper presents an efficient way to compute second-order gradients by using the adjoint method for PDE-constrained optimization. The gradient thus obtained will then be used in an optimization algorithm. We propose a conjugate gradient combined with the trust-region method, which may have a quadratic convergence rate of Newton's method. Furthermore, we compare the proposed algorithm to a quasi-Newton method (BFGS). We apply the method for production optimization of oil reservoirs. Two numerical cases are presented, showing that our proposed method requires fewer function and gradient evaluations." @default.
• W2096595800 created "2016-06-24" @default.
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• W2096595800 date "2010-12-01" @default.
• W2096595800 modified "2023-09-26" @default.
• W2096595800 title "Second-order adjoint-based control for multiphase flow in subsurface oil reservoirs" @default.
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• W2096595800 doi "https://doi.org/10.1109/cdc.2010.5716930" @default.
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