A novel multi-objective optimization method for well control parameters based on PSO-LSSVR proxy model and NSGA-II algorithm
Wang Lian, Zhiping Li, Caspar Daniel Adenutsi, Liang Zhang, Fengpeng Lai, Kongjie Wang
Topics & Concepts
Proxy (statistics)Mathematical optimizationWell controlSortingMulti-objective optimizationAdaptabilityComputer scienceGenetic algorithmSupport vector machineReservoir simulationOptimization problemOil fieldAlgorithmData miningMathematicsEngineeringPetroleum engineeringMachine learningDrillingBiologyMechanical engineeringEcologyReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering