Industrial time series forecasting based on improved Gaussian process regression
Tianhong Liu, Haikun Wei, Sixing Liu, Kanjian Zhang
Topics & Concepts
HyperparameterGaussian processComputer scienceKrigingSeries (stratigraphy)AlgorithmTime seriesPosterior probabilityParticle swarm optimizationDifferential evolutionBayesian inferenceGaussianBayesian probabilityMathematical optimizationArtificial intelligenceMathematicsMachine learningQuantum mechanicsPhysicsBiologyPaleontologyFault Detection and Control SystemsSpectroscopy and Chemometric AnalysesGrey System Theory Applications