Computational modeling demonstrates deterministic convergence boundaries in extended Collatz mappings, indicating exact geometric decidability for generalized affine systems.
The global decidability of generalized affine mappings (Nx + p systems) has historically been deemed Turing-undecidable under traditional stochastic heuristics. This paper introduces the ACT (Arithmetic Chiral Topodynamics) framework, a comprehensive computational methodology that bypasses these limitations. By reformulating additive modular transformations into exact multiplicative kinematics, we establish the underlying Arithmetic Chiral Topodynamics and derive the universal topological discriminant Δ' = log_2(√(N1 N2)) - ρ. Under this O(1) geometric evaluation, negative drift (Δ' < 0) dictates the Absolute Asymptotic Convergence Condition (AACC), while expansive trajectories are bounded by the strict Diophantine Golden Cage. This framework effectively circumvents traditional stochastic limitations by embedding the dynamics into a strictly decidable geometric continuum, systematically resolving the macroscopic halting behavior of these specific configurations within deterministic computational bounds. To conclusively validate this geometric constraint, we deploy an arbitrary-precision computational suite (the ACT Arbitrary Precision Tracker), interrogating astronomical seeds exceeding 10^5 digits across a macroscopic 64-cell topodynamic matrix. Empirical telemetry demonstrates a 100.00% alignment between theoretical Net Drift and observed magnitude collapse, confirming the absolute deterministic certitude of generalized Collatz systems across both symmetric and asymmetric architectures.
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Ying-Chao Chen (2026) studied this question.
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