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The problem of determining life-cycle rate controls for both producer and injector wells that maximize the net present value subject to well and field-wide capacity constraints is solved using an SQP algorithm. The required gradient is approximately computed by an ensemble-based method. Refinement techniques are employed to mitigate deleterious effects of spurious correlations and to improve the overall...
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