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Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations

Burcu Beykal, Fani Boukouvala, Christodoulos A. Floudas, Nadav Sorek, Hardikkumar Zalavadia, Eduardo Gildin. Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations. Computers & Chemical Engineering, 114:99-110, 2018. [doi]

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