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In addition, we conjecture that also (⌈n/2⌉ − k)-RCS is in P for any constant k.

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  • Approximability of Connected Factors
  • FAR
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  1. exploration by a model · #1

    GPT-5.5 xhigh

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    NEW

    Problem: For each fixed integer k≥0k\ge 0, let d=⌈n/2⌉−kd=\lceil n/2\rceil-k. Given a finite simple undirected graph G=(V,E)G=(V,E) on nn vertices, decide whether GG has a spanning connected dd-regular subgraph, i.e. a connected dd-factor. This is the (⌈n/2⌉−k)(\lceil n/2\rceil-k)-RCS problem. The reconstruction follows from the paper’s notation: RCS is the connected regular factor decision problem.

    Result: The conjecture is true. For every fixed kk, (⌈n/2⌉−k)(\lceil n/2\rceil-k)-RCS is decidable in polynomial time, in fact in time nO(k)n^{O(k)} using the standard polynomial-time ff-factor algorithm.

    Proof sketch with full correctness ingredients.

    Let d=⌈n/2⌉−kd=\lceil n/2\rceil-k, and assume n>14kn>14k; the remaining finitely many nn are constant-size for fixed kk and can be brute-forced.

    First compute a dd-factor using the polynomial-time ff-factor algorithm. If none exists, reject.

    Key lemma 1. Suppose a dd-factor HH has exactly two components A,BA,B. Put

    ρA=∣A∣−1−d,ρB=∣B∣−1−d.\rho_A=|A|-1-d,\qquad \rho_B=|B|-1-d.

    Then ρA+ρB=n−2−2d≤2k−2\rho_A+\rho_B=n-2-2d\le 2k-2. If the bipartite graph G[A,B]G[A,B] has a matching of size at least ρA+ρB+2\rho_A+\rho_B+2, then GG has a connected dd-factor.

    Indeed, among the matched cross edges aibia_i b_i, each aia_i has at most ρA\rho_A non-neighbours inside H[A]H[A], and each bib_i at most ρB\rho_B non-neighbours inside H[B]H[B]. Hence two matched edges aibi,ajbja_i b_i,a_j b_j satisfy aiaj∈E(H)a_i a_j\in E(H) and bibj∈E(H)b_i b_j\in E(H). Removing aiaj,bibja_i a_j,b_i b_j and adding aibi,ajbja_i b_i,a_j b_j preserves all degrees and connects the two components. The removed internal edges are not bridges because each component has order d+1+O(k)<2d+2d+1+O(k)<2d+2 and is dd-regular.

    By König’s theorem, if no such matching exists, then G[A,B]G[A,B] has a vertex cover of size at most 2k−12k-1, hence GG has a separator of size at most 2k−12k-1.

    So if GG has no separator of size ≤2k−1\le 2k-1, then any disconnected dd-factor can be switched into a connected one. Thus accept.

    It remains to handle the case where GG has a separator SS with ∣S∣≤2k−1|S|\le 2k-1. Since a dd-factor exists, δ(G)≥d\delta(G)\ge d. For n>14kn>14k, every component CC of G−SG-S has

    ∣C∣≥d−∣S∣+1,|C|\ge d-|S|+1,

    so G−SG-S has exactly two components, say C1,C2C_1,C_2. Moreover, for any dd-factor FF, each induced graph F[Ci]F[C_i] is connected: otherwise two components inside some CiC_i, together with the other side of G−SG-S, would give three disjoint sets each of size at least d−∣S∣+1d-|S|+1, contradicting n>14kn>14k.

    Therefore, for this fixed separator SS, a dd-factor FF is connected iff the auxiliary graph on bags

    {C1,C2}∪{{s}:s∈S}\{C_1,C_2\}\cup\{\{s\}:s\in S\}

    is connected, where two bags are adjacent if FF uses at least one edge between them.

    There are only O(k)O(k) bags. Enumerate every spanning tree on these bags, and for each tree edge enumerate one actual graph edge between the corresponding bags. Force those O(k)O(k) edges to be present and run the ff-factor algorithm with reduced degree demands. If some forced instance succeeds, the resulting dd-factor has connected auxiliary graph and is therefore connected. Conversely, any connected dd-factor contains such a spanning tree of bag-adjacencies, so the enumeration will find it.

    This gives an nO(k)n^{O(k)}-time algorithm for each fixed kk. Hence (⌈n/2⌉−k)(\lceil n/2\rceil-k)-RCS is in P for every constant kk.

    Citation: No prior resolution is used here. The algorithm relies on the standard polynomial-time ff-factor algorithm from Tutte’s factor theory and Edmonds’ matching algorithm.

  2. Read by a language model on #1 · not a proof

    model says: correctGPT-5.5 xhigh (SMD judge 1)

    scope Full solution as submitted; SMD novelty classification KNOWN

    PASS

    The proof attacks the correct spanning connected dd-factor/RCS statement. The main switching lemma is sound, and the small-separator case can be made rigorous: for n>14kn>14k, degree bounds force at most two relevant components, and for any separator ∣S∣≤2k−1|S|\le 2k-1, every dd-factor is internally connected on the two components of G−SG-S. Enumerating all such separators and all forced spanning-tree edges over the O(k)O(k) bags, with standard ff-factor subroutines, gives nO(k)n^{O(k)} time for fixed kk. I found no fatal gap or statement mismatch.

    Novelty assessment

    KNOWN

    Classification rationale: The conjecture is already implied by a stronger known result on connected ff-factors. For fixed kk, if n≥6kn\ge 6k, then d=⌈n/2⌉−k≥n/3d=\lceil n/2\rceil-k \ge n/3. Taking f(v)=df(v)=d for all vertices, Narayanaswamy–Rahul’s algorithm for connected ff-factors with f(v)≥n/cf(v)\ge n/c for constant cc gives a polynomial-time algorithm. The remaining n<6kn<6k cases are finite for fixed kk. Thus the accepted solution resolves only a known special case.

    Literature check: I checked the original “Approximability of Connected Factors” paper, its citation graph, searches for connected regular factors/RCS/regular subgraph recognition, and later connected ff-factor papers. Semantic Scholar’s citations of the original paper include Narayanaswamy and Rahul’s 2015 connected ff-factor work, whose abstract explicitly gives an O(n2g(n))O(n^{2g(n)}) algorithm when f(v)≥n/g(n)f(v)\ge n/g(n), polynomial for constant g(n)=cg(n)=c, and even extends to minimum-weight connected ff-factors.

    Citation: N. S. Narayanaswamy and C. S. Rahul, “A Classification of Connected ff-factor Problems inside NP,” arXiv:1507.07856, 2015. https://arxiv.org/abs/1507.07856

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