Constructing parsimonious analytic models for dynamic systems via symbolic regression
Erik Derner, Jiřı́ Kubalı́k, Nicola Ancona, Robert Babuška
Topics & Concepts
Symbolic regressionGenetic programmingComputer scienceState spaceInverted pendulumAutoregressive modelArtificial intelligenceNonlinear autoregressive exogenous modelMachine learningArtificial neural networkReinforcement learningNonlinear systemMathematicsPhysicsQuantum mechanicsStatisticsEconometricsEvolutionary Algorithms and ApplicationsGene Regulatory Network AnalysisAdvanced Control Systems Optimization