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Equation discovery with Bayesian tree-adjoining grammars

Lindley, Christopher A. et al.
arXiv (All) · Papers
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computationmachine-learningsystems-and-control
Tree-Adjoining Grammars (TAGs) have recently been introduced to Nonlinear System Identification (NLSI) as a means of encoding an entire model class as a finite set of grammatical rules, from which candidate models are assembled as trees. Existing TAG-based identifiers rely on evolutionary optimisati
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