A Duality Framework for Mathematical Programs with Tangential Subdifferentials

The aim of this article is to study duality results for nonsmooth mathematical programs with equilibrium constraints in terms of tangential subdifferentials. We study the Wolfe-type dual problem under the convexity assumptions and a Mond–Weir-type dual problem is also formulated under convexity and generalized convexity assumptions for MPEC by using tangential subdifferentials. We establish weak duality and the two dual programs by assuming tangentially convex functions and also obtain strong duality theorems by assuming generalized standard Abadie constraint qualification.

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Publication Details

Journal
Algorithms
Published
2026-01-05
DOI
https://doi.org/10.3390/a19010045
Primary Topic
Optimization and Variational Analysis
Type
article
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article

A Duality Framework for Mathematical Programs with Tangential Subdifferentials

Vandana Singh, Shashi Kant Mishra, Abdelouahed Hamdi
Algorithms
Optimization and Variational Analysis
article

A Duality Framework for Mathematical Programs with Tangential Subdifferentials

Vandana Singh, Shashi Kant Mishra, Abdelouahed Hamdi
article en

Abstract

The aim of this article is to study duality results for nonsmooth mathematical programs with equilibrium constraints in terms of tangential subdifferentials. We study the Wolfe-type dual problem under the convexity assumptions and a Mond–Weir-type dual problem is also formulated under convexity and generalized convexity assumptions for MPEC by using tangential subdifferentials. We establish weak duality and the two dual programs by assuming tangentially convex functions and also obtain strong duality theorems by assuming generalized standard Abadie constraint qualification.

AlgorithmsVol. 19(1)
Indian Institute of Technology BHU (IN), Qatar University (QA), Banaras Hindu University (IN)
Reduced inequalities
Openalex Percentile: Top 95%
Optimization and Variational Analysis
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A Duality Framework for Mathematical Programs with Tangential Subdifferentials — Vandana Singh, Shashi Kant Mishra, et al. · Algorithms (2026) | TGRS Research Map | TGRS