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Record W2600683609 · doi:10.1137/16m1057486

Toward a 6/5 Bound for the Minimum Cost 2-Edge Connected Spanning Subgraph

2017· article· en· W2600683609 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSIAM Journal on Discrete Mathematics · 2017
Typearticle
Languageen
FieldComputer Science
TopicComplexity and Algorithms in Graphs
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsCombinatoricsMathematicsMinimum degree spanning treeVertex connectivityEnhanced Data Rates for GSM EvolutionInduced subgraph isomorphism problemUpper and lower boundsSpanning treeSubgraph isomorphism problemConnected dominating setDiscrete mathematicsGraphComputer scienceLine graphVertex (graph theory)Voltage graphArtificial intelligence

Abstract

fetched live from OpenAlex

Given a complete graph $K_{n}=(V, E)$ with nonnegative edge costs $c\in {\mathbb R}^{E}$, the problem 2EC is that of finding a 2-edge connected spanning multisubgraph of $K_{n}$ of minimum cost. The integrality gap $\alpha\text{2{\it EC}}$ of the linear programming relaxation $\text{2{\it EC}}^{\text{LP}}$ for 2EC has been conjectured to be $\frac{6}{5}$, although currently we only know that $\frac{6}{5}\leq\alpha\text{2{\it EC}}\leq\frac{3}{2}$. In this paper, we explore the idea of using the structure of solutions for $\text{2{\it EC}}^{\text{LP}}$ and the concept of convex combination to obtain improved bounds for $\alpha\text{2{\it EC}}$. We focus our efforts on a family $J$ of half-integer solutions that appear to give the largest integrality gap for $\text{2{\it EC}}^{\text{LP}}$. We successfully show that the conjecture $\alpha\text{2{\it EC}} = \frac{6}{5}$ is true for any cost functions optimized by some $x^{*}\in J$.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.837
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0030.001
Open science0.0030.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.090
GPT teacher head0.325
Teacher spread0.235 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it