Paper II visual guide · Visual 13 of 24 · MODEL C / AUTOMATIC RATIONALITY AND RECURRENCE

A finite graph produces its denominator

Traditional paper: Theorem 6.6 (p. 21), Corollary 6.7 (p. 22)

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Original plate in the visual-guide PDF · Original atlas source

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For the graph on V12, compute the determinant and adjugate rather than guessing a recurrence:

\[ I-A(t)=\begin{pmatrix}1-t&-2t^2\\-t&1\end{pmatrix}, \quad Q(t)=1-t-2t^3, \quad \operatorname{adj}(I-A)_{0,1}=2t^2. \]

Since \(Q(0)=1\), its inverse exists as a formal power series with integer coefficients.

Walk-count coefficients and a rational denominator
Original drawing. Read the description below; expand the labels and data for selectable text.

Reading the drawing

The displayed coefficient rows compare the graph recurrence and rational generating series. These are unsigned counts with the finite checking ranges retained in the source note.

Drawing labels and data 30 labels

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Drawing grid 1 · rows top to bottom, columns left to right
Row / columnColumn 1Column 2Column 3Column 4Column 5Column 6Column 7Column 8Column 9Column 10Column 11Column 12Column 13
\(n\)\(0\)\(1\)\(2\)\(3\)\(4\)\(5\)\(6\)\(7\)\(8\)\(9\)\(10\)\(11\)\(12\)
\(a_n\)\(0\)\(0\)\(2\)\(2\)\(2\)\(6\)\(10\)\(14\)\(26\)\(46\)\(74\)\(126\)\(218\)
  • \(Z_{0,1}(t)=\dfrac{2t^2}{1-t-2t^3}\)
  • \(a_8=a_7+2a_5=14+2\cdot6=26\)

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Evidence note from the source edition

The coefficients are independently computed by the first-edge recurrence and checked against the rational series through weight \(24\). Literal edge-walk enumeration supplies a third check through weight \(10\).

From \(QZ_{0,1}=2t^2\) one obtains

\[ a_0=a_1=0,\quad a_2=2,\qquad a_n=a_{n-1}+2a_{n-3}\quad(n\ge3). \]

The numerator is responsible for the initial exception. Omitting it would incorrectly force the entire series to vanish.

Three boundaries of this calculation

This is a formal series identity. No analytic convergence at a chosen real or complex value of \(t\) is needed. The canonical determinant need not be the minimal denominator after cancellation. Finally, positive weights prevent infinitely many walks at a fixed weight: a single weight-zero loop would already give the infinitely many distinct walks \(1,\ell,\ell^2,\ldots\) at weight zero.

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Finite positive-weight graph data determine a rational series and an eventual recurrence. The proof does not begin by assuming a certificate \(QZ=P\) that already contains that conclusion.

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