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Open AccessArticle
Constraint Qualifications and Optimality Conditions for Multiobjective Mathematical Programming Problems with Vanishing Constraints on Hadamard Manifolds
by
Balendu Bhooshan Upadhyay
Balendu Bhooshan Upadhyay 1,
Arnav Ghosh
Arnav Ghosh 1,
Savin Treanţă
Savin Treanţă 2,3,4 and
Jen-Chih Yao
Jen-Chih Yao 5,6,*
1
Department of Mathematics, Indian Institute of Technology Patna, Patna 801103, India
2
Department of Applied Mathematics, National University of Science and Technology POLITEHNICA Bucharest, 060042 Bucharest, Romania
3
Academy of Romanian Scientists, 54 Splaiul Independentei, 050094 Bucharest, Romania
4
“Fundamental Sciences Applied in Engineering” Research Center (SFAI), National University of Science and Technology POLITEHNICA Bucharest, 060042 Bucharest, Romania
5
Center for General Education, China Medical University, Taichung 40402, Taiwan
6
Academy of Romanian Scientists, 050044 Bucharest, Romania
*
Author to whom correspondence should be addressed.
Mathematics 2024, 12(19), 3047; https://doi.org/10.3390/math12193047 (registering DOI)
Submission received: 22 August 2024
/
Revised: 20 September 2024
/
Accepted: 27 September 2024
/
Published: 28 September 2024
Abstract
In this paper, we investigate constraint qualifications and optimality conditions for multiobjective mathematical programming problems with vanishing constraints (MOMPVC) on Hadamard manifolds. The MOMPVC-tailored generalized Guignard constraint qualification (MOMPVC-GGCQ) for MOMPVC is introduced in the setting of Hadamard manifolds. By employing MOMPVC-GGCQ and the intrinsic properties of Hadamard manifolds, we establish Karush–Kuhn–Tucker (KKT)-type necessary Pareto efficiency criteria for MOMPVC. Moreover, we introduce several MOMPVC-tailored constraint qualifications and develop interrelations among them. In particular, we establish that the MOMPVC-tailored constraint qualifications introduced in this paper turn out to be sufficient conditions for MOMPVC-GGCQ. Suitable illustrative examples are furnished in the framework of well-known Hadamard manifolds to validate and demonstrate the importance and significance of the derived results. To the best of our knowledge, this is the first time that constraint qualifications, their interrelations, and optimality criteria for MOMPVC have been explored in the framework of Hadamard manifolds.
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MDPI and ACS Style
Upadhyay, B.B.; Ghosh, A.; Treanţă, S.; Yao, J.-C.
Constraint Qualifications and Optimality Conditions for Multiobjective Mathematical Programming Problems with Vanishing Constraints on Hadamard Manifolds. Mathematics 2024, 12, 3047.
https://doi.org/10.3390/math12193047
AMA Style
Upadhyay BB, Ghosh A, Treanţă S, Yao J-C.
Constraint Qualifications and Optimality Conditions for Multiobjective Mathematical Programming Problems with Vanishing Constraints on Hadamard Manifolds. Mathematics. 2024; 12(19):3047.
https://doi.org/10.3390/math12193047
Chicago/Turabian Style
Upadhyay, Balendu Bhooshan, Arnav Ghosh, Savin Treanţă, and Jen-Chih Yao.
2024. "Constraint Qualifications and Optimality Conditions for Multiobjective Mathematical Programming Problems with Vanishing Constraints on Hadamard Manifolds" Mathematics 12, no. 19: 3047.
https://doi.org/10.3390/math12193047
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