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Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints ach scenarios often require specific model properties such as interpretability, robustness, trustworthiness and plausibility, that are not easily achievable using standard approaches like genetic programming for symbolic regression. In this chapter we introduce a deterministic symbolic regression alg