Optimal nonlinear dynamic sparse model selection and Bayesian parameter estimation for nonlinear systems
Samuel Adeyemo, Debangsu Bhattacharyya
Topics & Concepts
Akaike information criterionMaximum a posteriori estimationModel selectionBayesian information criterionA priori and a posterioriNonlinear systemMathematical optimizationMathematicsBasis (linear algebra)Jacobian matrix and determinantAlgorithmBasis functionLinear modelFisher informationMinimum description lengthEstimation theoryComputer scienceMachine learningApplied mathematicsStatisticsMaximum likelihoodGeometryPhilosophyQuantum mechanicsEpistemologyMathematical analysisPhysicsControl Systems and IdentificationModel Reduction and Neural NetworksFault Detection and Control Systems