Design-oriented modeling of antenna structures by means of two-level kriging with explicit dimensionality reduction
Sławomir Kozieł, Anna Pietrenko‐Dabrowska
Topics & Concepts
KrigingComputer scienceCurse of dimensionalityDimensionality reductionSurrogate modelParametric statisticsPrincipal component analysisBenchmarkingMathematical optimizationUncertainty quantificationAlgorithmComputer engineeringData miningMachine learningMathematicsArtificial intelligenceBusinessStatisticsMarketingMicrowave Engineering and WaveguidesAdvanced Multi-Objective Optimization AlgorithmsAntenna Design and Optimization