Selection of surrogate modeling techniques for surface approximation and surrogate-based optimization
Bianca Williams, Selen Cremaschi
Topics & Concepts
Surrogate modelKrigingGaussian processSurrogate dataMultivariate adaptive regression splinesMultivariate statisticsComputer scienceRegressionSupport vector machineRegression analysisMathematical optimizationArtificial intelligenceGaussianMachine learningBayesian multivariate linear regressionData miningMathematicsStatisticsQuantum mechanicsNonlinear systemPhysicsAdvanced Multi-Objective Optimization AlgorithmsMachine Learning and Data ClassificationMetaheuristic Optimization Algorithms Research