Stochastic simulation-based superstructure optimization framework for process synthesis and design under uncertainty
Resul Al, Chitta Ranjan Behera, Krist V. Gernaey, Gürkan Sin
Topics & Concepts
Computer scienceSolverSurrogate modelMathematical optimizationStochastic optimizationUncertainty quantificationMonte Carlo methodSimulation-based optimizationStochastic simulationSensitivity (control systems)Engineering design processProcess (computing)Stochastic programmingStochastic modellingEngineeringMathematicsMechanical engineeringStatisticsElectronic engineeringMachine learningOperating systemAdvanced Multi-Objective Optimization AlgorithmsProcess Optimization and IntegrationProbabilistic and Robust Engineering Design