coloring_nested_tire_graphs: add note explaining 2-SAT solvability
Standalone explanation of what "2-SAT solvability" means in the context of the rainbow proof (rainbow_proof.tex, Conjecture 1.5): - Defines 2-SAT in general (boolean variables, 2-variable clauses, P-time decidable). - Maps it onto our rainbow proof: variables = orientation bits o_j at D-positions; clauses = inter-D-position gap constraints; cyclic chain wraps around T'_ann. - "Solvable" ⇔ proper edge 3-coloring with given σ exists, i.e. σ ∈ π_D. - Cyclic 2-SAT can in principle fail; toy example (3-cycle of not-equal clauses = odd-cycle 2-coloring obstruction). - Empirically our system never fails for σ ∈ P_m (6-18 satisfying orientations per σ at m=6), but a structural proof is open. - Why it matters: proving Conjecture 1.5 upgrades the rainbow proof's provisional corollary into a theorem and reduces chain pigeonhole to the perms-per-half overlap. Note: two_sat_solvability.tex (3 pages). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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\documentclass[11pt]{article}
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\usepackage{amsmath,amssymb,amsthm}
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\usepackage{graphicx}
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\usepackage{geometry}
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\usepackage{booktabs}
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\geometry{margin=1in}
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\title{What ``2-SAT solvability'' means in the rainbow proof}
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\author{}
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\date{}
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\begin{document}
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\maketitle
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\section*{2-SAT in general}
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\textbf{2-SAT} is short for \emph{2-satisfiability}. Standard logical
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problem:
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\begin{itemize}
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\item You have a set of \emph{boolean variables}
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$x_1, x_2, \dots, x_n$, each taking value $0$ or $1$
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(false/true).
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\item You have a set of \emph{clauses}, each a constraint involving
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exactly \emph{two} variables.
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\item \textbf{2-SAT solvability} $=$ ``does there exist an
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assignment of $0/1$ to all variables such that every clause
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is satisfied simultaneously?''
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\end{itemize}
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2-SAT is polynomial-time decidable (linear time, in fact) using the
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\emph{implication graph} and \emph{strongly-connected components}.
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This is in contrast to 3-SAT (3 variables per clause), which is
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NP-complete.
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\section*{In our setup (the rainbow proof)}
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\textbf{Variables.} $o_0, o_1, \dots, o_{m-1} \in \{0, 1\}$, one
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\emph{orientation bit} per $D$-position on the dual annular cycle
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$T'_{\mathrm{ann}}$. At each $D$-position $p_j$, the two incident
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cycle edges must take the two colors of $\{1, 2, 3\} \setminus
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\{\sigma_j\}$ in some order; $o_j$ decides which color sits on the
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left of $p_j$ versus the right.
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\textbf{Clauses.} One per inter-$D$-position gap on
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$T'_{\mathrm{ann}}$. Each gap involves two adjacent orientations
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$(o_j, o_{j+1})$ and forbids certain combinations:
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\begin{center}
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\begin{tabular}{lll}
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\toprule
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gap type & clause type & combos forbidden \\
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\midrule
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length-$1$, $\sigma_j \ne \sigma_{j+1}$
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& equality (fixed pair)
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& 3 of 4 forbidden, leaves one valid combo \\
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length-$1$, $\sigma_j = \sigma_{j+1}$
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& $o_j = o_{j+1}$
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& $(0,1)$ and $(1,0)$ forbidden \\
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length-$2$, $\sigma_j \ne \sigma_{j+1}$
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& one combo forbidden
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& 1 of 4 forbidden \\
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length-$2$, $\sigma_j = \sigma_{j+1}$
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& $o_j = o_{j+1}$
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& $(0,1)$ and $(1,0)$ forbidden \\
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length-$\ge 3$
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& no clause
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& gap has full slack \\
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\bottomrule
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\end{tabular}
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\end{center}
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Each clause involves exactly two variables, so the system is 2-SAT.
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\textbf{Cyclic structure.} Because the gaps wrap cyclically around
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$T'_{\mathrm{ann}}$, the clauses form a \emph{cyclic} chain ---
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clause on $(o_0, o_1)$, then $(o_1, o_2)$, $\ldots$, finally
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$(o_{m-1}, o_0)$.
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\section*{What ``solvable'' means concretely}
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For a given $\sigma \in \mathcal{P}_m$:
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\begin{itemize}
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\item \textbf{Solvable} $\Leftrightarrow$ there is an orientation
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$(o_0, \dots, o_{m-1})$ satisfying all clauses simultaneously
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$\Rightarrow$ proper edge $3$-coloring of $T'_{f'}$ inducing
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$\sigma$ exists $\Rightarrow$ $\sigma \in \pi_D$.
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\item \textbf{Unsolvable} $\Leftrightarrow$ no such orientation
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$\Rightarrow$ $\sigma \notin \pi_D$.
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\end{itemize}
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So the rainbow proof's \textbf{Conjecture~1.5 (2-SAT solvability)}
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says: for every $\sigma$ with both halves a permutation of
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$\{1, 2, 3\}$, the resulting cyclic 2-SAT system has at least one
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satisfying assignment.
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\section*{Why a cyclic 2-SAT chain can fail}
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A 2-SAT cycle \emph{can} be unsolvable when the implications chain
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around and force a contradiction. Toy example with 3 variables on
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a cycle:
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\begin{itemize}
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\item Clause 1: $o_0 \ne o_1$.
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\item Clause 2: $o_1 \ne o_2$.
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\item Clause 3: $o_2 \ne o_0$.
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\end{itemize}
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Implications:
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\[
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o_0 = 0 \;\Rightarrow\; o_1 = 1 \;\Rightarrow\; o_2 = 0
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\;\Rightarrow\; o_0 = 1.
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\]
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Contradiction. So this $3$-cycle of ``not-equal'' clauses is
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unsatisfiable (it is the chromatic-number obstruction: a triangle
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has no proper $2$-coloring).
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\section*{Why we believe our cyclic chain doesn't fail}
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For our $m$-variable cyclic 2-SAT (with clauses determined by
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$\sigma \in \mathcal{P}_m$), the analogous question is: does the
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specific pattern of clauses ever create such a wrap-around
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contradiction?
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\textbf{Empirically:} no. For $m = 6$, $m_1 \in \{5, 6, 7, 8\}$ and
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all $36$ elements of $\mathcal{P}_6$, the cyclic 2-SAT system always
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has between $6$ and $18$ satisfying assignments (computed in
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\texttt{experiments/orbit\_decomposition.py}).
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\textbf{Structurally:} the constraints have a special form
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(forbidden combos depend on $\sigma_j, \sigma_{j+1}$ via the third
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color $u = \{1, 2, 3\} \setminus \{\sigma_j, \sigma_{j+1}\}$).
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The hope is that a parity or implication-graph argument shows the
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cyclic chain cannot consistently wrap around to a contradiction
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when $\sigma$ has the perms-per-half shape. This argument is what
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the proof of Conjecture~1.5 would supply, and what is currently
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missing.
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\section*{Why we care}
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Proving Conjecture~1.5 would convert
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\texttt{rainbow\_proof.tex}'s ``provisional corollary'' into a
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genuine theorem:
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\[
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\pi_D(\mathcal{C}(T)) = \mathcal{P}_m
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\quad \text{whenever } m_1 \ge m - 1,
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\]
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which in turn upgrades the chain-pigeonhole step at $|\gamma| = m$
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to a structural claim of the form ``$\pi_U(\mathcal{C}(T_2))$ meets
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the fixed $36$-element set $\mathcal{P}_m$,'' a strictly smaller and
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more tractable overlap condition than ``$\pi_U$ meets $\pi_D$.''
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\end{document}
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Reference in New Issue
Block a user