Auxiliary Functions as Koopman Observables: Data-Driven Analysis of Dynamical Systems via Polynomial Optimization
Jason J. Bramburger, Giovanni Fantuzzi
Topics & Concepts
AttractorErgodic theoryMaxima and minimaConvergence (economics)Operator (biology)Dynamical systems theoryApplied mathematicsLyapunov functionObservableComputer scienceBounding overwatchMathematical optimizationMathematicsDynamical system (definition)PolynomialMathematical analysisBiochemistryEconomic growthQuantum mechanicsEconomicsGeneTranscription factorNonlinear systemChemistryPhysicsArtificial intelligenceRepressorModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignGaussian Processes and Bayesian Inference