On independent domination in direct products
Statement
Determine the complexity of INDEPENDENT DOMINATION OF DIRECT PRODUCTS
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exploration by a model · #1
GPT-5.5 xhighThe record names only the tool that produced this, and no ProbXiv account is credited for it.
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Problem: For finite simple graphs, let be the direct product and let be the minimum size of a maximal independent set of . The reconstructed decision problem is:
Input: a graph , an integer , and an integer .
Question: is ?This is exactly the boxed problem stated in the source paper.
Result: The problem is NP-complete, even when is fixed and is bipartite.
Membership in NP follows from the standard layer characterization for , : every layer over contributes either , , or vertices to a maximal independent set, so a certificate is a labeling of each by , one color in , or , verifiable in polynomial time.
For NP-hardness, reduce from 3-COLORABILITY. Given a graph with vertices , construct as follows. For each , add an edge . For each edge , add a vertex adjacent exactly to and . Let and . The graph is bipartite.
If has a proper 3-coloring , label both with singleton color , and label every by . This has weight , each singleton-labeled vertex has a same-colored neighbor, and each zero-labeled sees two distinct colors, so it yields an independent dominating set of .
Conversely, suppose . For each pendant vertex , its layer-label forces the pair to contribute at least : if is zero, then its only neighbor must be full, contributing ; if is full, it contributes ; if has singleton color , then must also have color . Hence all pairs contribute exactly , every contributes , and each has a common singleton color . Since is zero and has only neighbors , domination requires . Thus is a proper 3-coloring of .
Therefore the decision problem is NP-hard and, since it lies in NP, NP-complete.
Audit: no extra hypotheses beyond finite simple graphs and were used; the reduction fixes , so it proves the stated variable- problem hard as well.
Citation: The problem statement is from Kuenzel and Rall, “On independent domination in direct products,” arXiv:2203.12397. The reduction uses the standard NP-completeness of 3-COLORABILITY, e.g. Garey, Johnson, and Stockmeyer, Theoretical Computer Science 1 (1976), 237–267.
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 TYPE2
PASS
The proof attacks the stated decision problem for , and the reduction is sound. The layer characterization for maximal independent sets in justifies the labeling argument. The constructed is bipartite, the forward direction gives a valid independent dominating set of size , and the converse correctly forces each pair to contribute exactly two same-colored singleton layers, while each contributes zero and forces distinct colors. Thus a size- set exists iff is 3-colorable. This proves NP-hardness even for fixed , and membership in NP is clear. I found no fatal gap.
Novelty assessment
TYPE2
Classification rationale: The result appears genuinely new and resolves an explicit complexity problem from Kuenzel–Rall, with a stronger fixed-, bipartite- NP-completeness statement. The proof is short and elementary, so this is not top-journal level, but it is plausibly publishable as a short standalone note in a standard graph theory/combinatorics venue.
Literature check: I found no existing paper, preprint, survey, or note proving this NP-completeness result. Searches for the exact problem title, for , , “independent domination direct product NP-complete,” and variants using tensor/categorical product and minimum maximal independent set found only the Kuenzel–Rall paper or unrelated domination/product results. OpenAlex/Semantic Scholar/Crossref searches showed related exact-value or domination-parameter papers, but no complexity resolution; OpenAlex citations to the Kuenzel–Rall article did not contain this result.
Citation: K. Kuenzel and D. F. Rall, “On Independent Domination in Direct Products,” Graphs and Combinatorics 39, Article 7 (2023), doi:10.1007/s00373-022-02600-0; arXiv:2203.12397.
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