Using machine learning models to explore the solution space of large nonlinear systems underlying flowsheet simulations with constraints
Patrick Otto Ludl, Raoul Heese, Johannes Höller, Norbert Asprion, Michael Bortz
Topics & Concepts
A priori and a posterioriConvergence (economics)Nonlinear systemVariable (mathematics)Computer scienceMathematical optimizationLimit (mathematics)Space (punctuation)Sampling (signal processing)MathematicsEconomicsMathematical analysisFilter (signal processing)PhysicsOperating systemEpistemologyEconomic growthPhilosophyComputer visionQuantum mechanicsAdvanced Multi-Objective Optimization AlgorithmsAdvanced Control Systems OptimizationProcess Optimization and Integration