Multidimensional extension to MCFGs

Develop the analogue of exact relative prime factorization, semantic residual splitting, and under-saturation controllers for multidimensional syntactic congruences and bounded-fan-out multiple context-free grammars.

Background

The paper’s theory is formulated for one-dimensional string concatenation, where relative classes, exact products, prime factorizations, and residual controllers are defined using ordinary word factors and concatenation.

The authors identify tuple congruence and non-permuting linear regular functions as a natural compositional basis for extending these notions to multidimensional and bounded-fan-out MCFG settings. The appropriate definitions and structural results remain unresolved.

References

What is the correct analogue of exact relative prime factorization, semantic residual splitting, and under-saturation controllers for multidimensional syntactic congruence and bounded-fan-out MCFGs? Yoshinaka and Clark's tuple congruence and non-permuting linear regular functions provide the natural compositional substrate.

Relative Prime Factorization and Finite-State Presentations under Fixed Finite-Monoid Observation  (2609.03643 - Kuriyama, 3 Sep 2026) in Section 13, “Open problems and next steps,” Question: Multidimensional extension