A capacitance model and a steady-state model of oil production process were established based on the historical data accumulated during oil production. A set point optimization problem was formulated based on the proposed model of capacitance and oil production process by minimizing production cost or maximizing profits. A multi-objective constrained optimization evolutionary algorithm based on dynamical selection and replacement strategy was proposed for solving the set point optimization problem of oil production process. The constrained opti...