Constraint Qualifications and Optimality Criteria for Nonsmooth Multiobjective Mathematical Programming Problems with Equilibrium Constraints on Hadamard Manifolds

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Authors: Balendu Bhooshan Upadhyay, Arnav Ghosh, Ion M. Stancu-Minasian, Andreea Mădălina Rusu-Stancu
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Abstract

Nonsmooth multiobjective mathematical programming problems with equilibrium constraints (NMMPEC) are studied in this article in the Hadamard manifold setting. In the context of (NMMPEC), the generalized Guignard constraint qualification (GGCQ) is formulated within the framework of Hadamard manifolds. Moreover, Karush–Kuhn–Tucker (KKT)-type necessary optimality conditions are derived for (NMMPEC). Thereafter, we explore constraint qualifications (CQ) tailored to (NMMPEC) in the Hadamard manifold setting. Interrelations between these constraint qualifications are subsequently derived. It is further demonstrated that the proposed constraint qualifications, when satisfied, ensure that GGCQ holds. It is noteworthy that constraint qualifications and optimality conditions for (NMMPEC) have not been investigated in the Hadamard manifold setting.

Fields of Study & Subjects

Optimization and Variational Analysis Vehicle Routing Optimization Methods Advanced Optimization Algorithms Research

Publication details

Journal / source
Axioms
Volume
15
Issue
1
Pages
40–40
Publication date
6 January 2026
Language
EN