Managing computational complexity using surrogate models: a critical review
Reza Alizadeh, Janet K. Allen, Farrokh Mistree
Topics & Concepts
Surrogate modelComputer scienceProcess (computing)Engineering design processComputational modelRealization (probability)Computational complexity theoryUncertainty quantificationRisk analysis (engineering)Reliability engineeringIndustrial engineeringMachine learningArtificial intelligenceAlgorithmEngineeringMathematicsMedicineMechanical engineeringOperating systemStatisticsAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsProbabilistic and Robust Engineering Design