Surrogate-based modeling techniques with application to catalytic reforming and isomerization processes
Luca Mencarelli, Antoine Pagot, Pascal Duchêne
Topics & Concepts
Surrogate modelPrincipal component analysisComputer scienceDimensionality reductionCurse of dimensionalitySet (abstract data type)Component (thermodynamics)IsomerizationPrincipal component regressionRegression analysisSelection (genetic algorithm)Mathematical optimizationArtificial intelligenceMachine learningMathematicsChemistryCatalysisPhysicsBiochemistryThermodynamicsProgramming languageAdvanced Multi-Objective Optimization AlgorithmsProcess Optimization and IntegrationAdvanced Control Systems Optimization