Lattice-Valued Bottleneck Duality
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Abstract (arXiv)
This note reformulates certain classical combinatorial duality theorems in the context of order lattices. For source-target networks, we generalize bottleneck path-cut and flow-cut duality results to edges with capacities in a distributive lattice. For posets, we generalize a bottleneck version of Dilworth's theorem, again weighted in a distributive lattice. These results are applicable to a wide array of non-numerical network flow problems, as shown. All results, proofs, and applications were created in collaboration with AI language models. An appendix documents their role and impact.
Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). First posted on arXiv 1 Oct 2024.
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Citing papers per year: 2025: 1; 2026: 4.
5 papers.
- 2026Beyond Benchmarks: MathArena as an Evaluation Platform for Mathematics with LLMscited by 137
- 2026Artificial Intelligence and the Structure of Mathematicscited by 4
- 2026QED-Nano: Teaching a Tiny Model to Prove Hard Theoremscited by 3
- 2026Not All Proofs Are Equal: Evaluating LLM Proof Quality Beyond Correctnesscited by 3
- 2025Explaining Deep Network Classification of Matrices: A Case Study on Monotonicitycited by 1
- 2026Not All Proofs Are Equal: Evaluating LLM Proof Quality Beyond Correctness11 May 2026
- 2026Beyond Benchmarks: MathArena as an Evaluation Platform for Mathematics with LLMs1 May 2026
- 2026Artificial Intelligence and the Structure of Mathematics7 Apr 2026
- 2026QED-Nano: Teaching a Tiny Model to Prove Hard Theorems6 Apr 2026
- 2025Explaining Deep Network Classification of Matrices: A Case Study on Monotonicity30 Jul 2025