Robust Bayesian optimization for flexibility analysis of expensive simulation-based models with rigorous uncertainty bounds
Akshay Kudva, Wei-Ting Tang, Joel A. Paulson
Topics & Concepts
Flexibility (engineering)Mathematical optimizationProbabilistic logicBlack boxConvergence (economics)Computer scienceUpper and lower boundsBayesian networkBayesian probabilityUncertainty quantificationUncertainty analysisMathematicsMachine learningSimulationArtificial intelligenceEconomic growthMathematical analysisEconomicsStatisticsAdvanced Multi-Objective Optimization AlgorithmsProcess Optimization and IntegrationProbabilistic and Robust Engineering Design