Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Lukas Kammerer, Gabriel Kronberger, Bogdan Burlacu, Stephan Winkler, Michael Kommenda, Michael Affenzeller
Topics & Concepts
Symbolic regressionComputer scienceGenetic programmingHeuristicsInterpretabilityRobustness (evolution)Theoretical computer scienceMachine learningData miningArtificial intelligenceChemistryBiochemistryOperating systemGeneEvolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms ResearchViral Infectious Diseases and Gene Expression in Insects