mlsanityData to 14 Oct 2026

Duality theory in linear optimization and its extensions -- formally verified

arXiv 2409.08119 ↗First posted 12 Sep 2024math.OC cs.LOcited by 1

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Abstract (arXiv)

Farkas established that a system of linear inequalities has a solution if and only if we cannot obtain a contradiction by taking a linear combination of the inequalities. We state and formally prove several Farkas-like theorems over linearly ordered fields in Lean 4. Furthermore, we extend duality theory to the case when some coefficients are allowed to take "infinite values".

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 12 Sep 2024.

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