mlsanityData to 14 Oct 2026

Simpliciality of strongly convex problems

arXiv 1912.09328 ↗First posted 19 Dec 2019math.OC math.GTcited by 2

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Abstract (arXiv)

A multiobjective optimization problem is Cr simplicial if the Pareto set and the Pareto front are Cr diffeomorphic to a simplex and, under the Cr diffeomorphisms, each face of the simplex corresponds to the Pareto set and the Pareto front of a subproblem, where 0≤ r≤ ∞. In the paper titled "Topology of Pareto sets of strongly convex problems," it has been shown that a strongly convex Cr problem is Cr-1 simplicial under a mild assumption on the ranks of the differentials of the mapping for 2≤ r ≤ ∞. On the other hand, in this paper, we show that a strongly convex C1 problem is C0 simplicial under the same assumption. Moreover, we establish a specialized transversality theorem on generic linear perturbations of a strongly convex Cr mapping (r≥ 2). By the transversality theorem, we also give an application of singularity theory to a strongly convex Cr problem for 2≤ r ≤ ∞.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 19 Dec 2019.

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