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带有流形值约束的优化问题的一阶与二阶分析

First- and Second-Order Analysis for Optimization Problems with Manifold-Valued Constraints

Journal of Optimization Theory and Applications · 2022
被引 3
ABS 3

中文导读

研究了约束映射的域和余域均为光滑流形时的优化问题,将可行集建模为余域中带角子流形的原像,并给出了该类问题的一阶和二阶最优性条件。

Abstract

Abstract We consider optimization problems with manifold-valued constraints. These generalize classical equality and inequality constraints to a setting in which both the domain and the codomain of the constraint mapping are smooth manifolds. We model the feasible set as the preimage of a submanifold with corners of the codomain. The latter is a subset which corresponds to a convex cone locally in suitable charts. We study first- and second-order optimality conditions for this class of problems. We also show the invariance of the relevant quantities with respect to local representations of the problem.

数学优化流形约束最优性条件约束优化