Simpliciality of strongly convex problems
Abstract
A multiobjective optimization problem is simplicial if the Pareto set and the Pareto front are diffeomorphic to a simplex and, under the diffeomorphisms, each face of the simplex corresponds to the Pareto set and the Pareto front of a subproblem, where . In the paper titled "Topology of Pareto sets of strongly convex problems," it has been shown that a strongly convex problem is simplicial under a mild assumption on the ranks of the differentials of the mapping for . On the other hand, in this paper, we show that a strongly convex problem is simplicial under the same assumption. Moreover, we establish a specialized transversality theorem on generic linear perturbations of a strongly convex mapping . By the transversality theorem, we also give an application of singularity theory to a strongly convex problem for .
Cite
@article{arxiv.1912.09328,
title = {Simpliciality of strongly convex problems},
author = {Naoki Hamada and Shunsuke Ichiki},
journal= {arXiv preprint arXiv:1912.09328},
year = {2020}
}
Comments
17 pages, to appear in Journal of the Mathematical Society of Japan