trureturingGitHub MATHEMATICAL ATLAS

RESEARCH / Exploratory

Minimality of the base-4 golden-ratio DFAO

Literature status: not recheckedOur route: proposed

RELEASED FOUNDATIONS / PROPOSED CONNECTION

Research connections

7 released anchors
All source anchors (7)

Problem

The question

The paper constructs a DFAO which, on the Zeckendorf representation of q = b^i, outputs the ith base-b digit of the golden ratio. The full Walnut automaton is minimal on all valid inputs, but only powers of b matter for digit extraction.

Quoted from arXiv:2405.02727v1:

“Could it be that there are even smaller automata that answer correctly on inputs of the form b^i (but might give a different answer for other inputs)?”

“We do not know the answer to this question, in general.”

The concrete target is the unresolved base-4 phi instance: prove that the paper's 22-state Walnut DFAO is minimal among DFAOs which are correct on the Zeckendorf encodings of all 4^i, ignore leading zeroes, and obey the Zeckendorf/Ostrowski validity rules. Equivalently, prove that no such DFAO with at most 21 states exists.

The paper also says:

“It is conceivable that the automata produced by our method are indeed minimal and unique in general, and we leave this as an open question.”

Minimality of the fixed base-4 instance is narrower and mechanically falsifiable; uniqueness should remain a separate target.

The paper states the difficulty:

“The question is likely difficult; in terms of computational complexity, it is a special case of a problem known to be NP-hard, namely, the problem of inferring a minimal DFAO from incomplete data.”

“For this reason, \varphi in base 4 ... encountered prohibitively long solving times before the required number of states (22 states ...) could be reached, preventing the minimality of the Walnut solutions from being determined.”

“For \varphi in base 4, it took over 25 hours for the 78'th digit set to be declared UNSAT at 13 states...”

The paper explains that both the digit set needed for a candidate and the representation length of each digit position can be arbitrarily large.

Motivation

Our foothold

  • The input language is exactly the frozen Zeckendorf system; leading-zero invariance and the no-adjacent-ones rule can be stated over WDigits and normalization.
  • GoldenContinuedFraction and Fibonacci scale give the golden/Ostrowski arithmetic that underlies the digit extractor.
  • ZeckendorfOrder and the Beatty bridge may support exact generation of constrained positive and negative examples without floating-point phi.
  • The remaining task is automata-theoretic minimality on a sparse input language, so the connection is real but one layer farther from existing machinery than the other five candidates.

Gap

Missing bridges

  • No DFA/DFAO, run semantics, sparse powers language, Myhill-Nerode equivalence, or automaton minimization theorem is frozen.
  • The actual 22-state Walnut transition/output table must be imported from the paper artifact and independently checked.
  • No SAT encoding, UNSAT proof checker, or certificate format exists in the repository.
  • Correctness on every 4^i is an infinite sparse-language property; matching a finite digit dictionary is not enough.

Route

Proposed approach

  1. Define the sparse language L_4 = {zeckendorf(4^i) | i >= 0} and the target output digit function exactly.
  2. Verify the 22-state machine on L_4 using the paper's arithmetic construction, separately from minimality.
  3. Seek 22 pairwise distinguishable residual configurations: for each pair of proposed equivalence classes, exhibit a continuation compatible with some power input that forces different output. This would give a checkable Myhill-Nerode-style lower-bound certificate without solving a monolithic SAT instance.
  4. If sparse continuations do not support such a certificate, reproduce the paper's incomplete-data SAT model incrementally and require a DRAT/LRAT UNSAT certificate for 21 states plus a theorem connecting the finite constraint family to all powers.
  5. Treat uniqueness only after minimality; multiple machines agreeing on all observed digits are not proof of non-uniqueness.

Falsifier

What would falsify this route

An explicit DFAO with at most 21 states satisfying both conventions and proved correct for every Zeckendorf encoding of 4^i falsifies 22-state minimality. A finite-prefix match is only a candidate counterexample, not a falsifier.

For a proposed distinguishability certificate, one pair of purported residual classes that is actually equivalent on all legal power continuations invalidates that certificate.

Evidence

Evidence to collect

  1. Transcribe the 22-state table and verify its outputs against exact integer arithmetic for the first 100,000 base-4 digits of phi.
  2. Generate sparse-input prefix trees for increasing i, minimize the finite labeled trees, and track stabilization of the number and signatures of residual classes.
  3. Run incremental SAT for 13 through 21 states, preserving per-bound wall time, dictionary extent, candidate automata, and a proof certificate for every UNSAT result.
  4. Whenever SAT finds a smaller candidate, use exact arithmetic to locate its first wrong digit and feed that witness back as a new constraint.

The first meaningful result is either a reproducible 21-state-or-smaller candidate with its first failure, or a mechanically checked UNSAT certificate at a stated finite constraint level. Neither alone proves the infinite minimality theorem.

Triage

Scope assessment

window. The problem has a finite 22-state target and certificate-shaped attacks, but the repository lacks the entire automata/SAT proof layer and the paper already reports severe scaling.

ASSUMED-UNVERIFIED

Unverified assumptions

  • The paper's base-4 Walnut automaton has exactly 22 reachable states under the conventions relevant to the question.
  • A finite distinguishability basis exists for the sparse powers-only language.
  • Exact digit generation through a large finite range will expose all faulty small DFAO candidates quickly enough for incremental SAT.
  • Whether the fixed base-4 minimality question was resolved after arXiv v1 is unverified; novelty of any certificate construction is unassessed.

Dossier & anchor history

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