基于方向曲率泛函的矢量优化的严格效率

IF 1.6 2区 数学 Q2 MATHEMATICS, APPLIED Applied Mathematics and Optimization Pub Date : 2025-01-12 DOI:10.1007/s00245-025-10220-2
José Cerda-Hernández, Alberto Ramos
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引用次数: 0

摘要

给出了非光滑映射矢量优化问题严格有效的新的充要条件。与其他方法不同,我们的条件是用合适的方向曲率泛函来描述的,这使我们能够在抽象设置中推导出无间隙二阶最优性条件。我们的方法允许我们应用我们的结果,即使经典的假设,如二阶正则条件的可行集失败,扩展了我们的方法的适用性。作为数学规划的应用,我们给出了新的KKT二阶充要条件。我们提供了一些例子来说明我们的发现。
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Strict Efficiency in Vector Optimization Via a Directional Curvature Functional

We derive new necessary and sufficient conditions for strict efficiency in vector optimization problems for non-smooth mappings. Unlike other approaches, our conditions are described in terms of a suitable directional curvature functional that allows us to derive no-gap second-order optimality conditions in an abstract setting. Our approach allows us to apply our results even when classical assumptions such as the second-order regularity conditions to the feasible set fail, extending the applicability of our approach. As applications to mathematical programming, we provide new primal and dual Karush-Kuhn-Tucker (KKT) second-order necessary and sufficient conditions. We provide some examples to illustrate our findings.

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来源期刊
CiteScore
3.30
自引率
5.60%
发文量
103
审稿时长
>12 weeks
期刊介绍: The Applied Mathematics and Optimization Journal covers a broad range of mathematical methods in particular those that bridge with optimization and have some connection with applications. Core topics include calculus of variations, partial differential equations, stochastic control, optimization of deterministic or stochastic systems in discrete or continuous time, homogenization, control theory, mean field games, dynamic games and optimal transport. Algorithmic, data analytic, machine learning and numerical methods which support the modeling and analysis of optimization problems are encouraged. Of great interest are papers which show some novel idea in either the theory or model which include some connection with potential applications in science and engineering.
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