mlsanityData to 7 Oct 2026

Generic minimizing behavior in semi-algebraic optimization

arXiv 1504.07694 ↗First posted 29 Apr 2015math.OCcited by 5

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Abstract (arXiv)

We present a theorem of Sard type for semi-algebraic set-valued mappings whose graphs have dimension no larger than that of their range space: the inverse of such a mapping admits a single-valued analytic localization around any pair in the graph, for a generic value parameter. This simple result yields a transparent and unified treatment of generic properties of semi-algebraic optimization problems: "typical" semi-algebraic problems have finitely many critical points, around each of which they admit a unique "active manifold" (analogue of an active set in nonlinear optimization); moreover, such critical points satisfy strict complementarity and second-order sufficient conditions for optimality are indeed necessary.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 29 Apr 2015.

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Citing papers per year: 2021: 4; 2022: 0; 2023: 1.

5 papers.