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Inductive certification of computed k-abelian complexities

Develop an inductive procedure that, given automata or linear representations produced by the authors’ methods, certifies the correctness of the computed k-abelian complexity functions for general sequences beyond the few cases manually verified.

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Background

The authors describe a validation strategy using first-order predicates in Walnut to check large DFAOs, and they successfully verified the Tribonacci DFAO for the balance function and cross-checked some computed k-abelian complexities.

They ask for a more systematic, inductive method to certify results broadly, which would strengthen confidence in large-scale automated computations of generalized abelian complexities.

References

We checked the computed complexities for the Fibonacci sequence and the $3$-abelian complexity of the Tribonacci sequence. In general, can we obtain some inductive procedure to check/certify/validate our result?

Effective Computation of Generalized Abelian Complexity for Pisot Type Substitutive Sequences (2504.13584 - Couvreur et al., 18 Apr 2025) in Section 7 (Open problems and questions)