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Using a tree structured genetic algorithm to perform symbolic regression
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1995
Year
Unknown Venue
EngineeringIndustrial EngineeringSymbolic Data AnalysisNonlinear ModelsData ScienceData MiningDecision TreeGenetic AlgorithmSystems EngineeringDecision Tree LearningModeling And SimulationProcess OptimizationSymbolic ManipulationPredictive AnalyticsKnowledge DiscoveryComputer EngineeringProcess AnalysisProcess EngineeringComputer ScienceComputational ScienceGenetic AlgorithmsProcess Simulation ModelComputational BiologyProcess ControlBusinessSymbolic RegressionProcess Modelling
A tree structured genetic algorithm is described. The algorithm is used to generate nonlinear models from process input output data. Three examples are utilised to demonstrate the applicability of the technique within the domain of process engineering.