JOURNAL ARTICLE

Constraint qualifications in nonsmooth multiobjective optimization problem

Rekha GuptaManjari Srivastava

Year: 2017 Journal:   Filomat Vol: 31 (3)Pages: 781-797   Publisher: University of Niš

Abstract

A multiobjective optimization problem (MOP) with inequality and equality constraints is considered where the objective and inequality constraint functions are locally Lipschitz and equality constraint functions are differentiable. Burachik and Rizvi [J. Optim. Theory Appl. 155, 477-491 (2012)] gave Guignard and generalized Abadie regularity conditions for a differentiable programming problem and derived Karush-Kuhn-Tucker (KKT) type necessary optimality conditions. In this paper, we have defined the nonsmooth versions of Guignard and generalized Abadie regularity conditions given by Burachik and Rizvi and obtained KKT necessary optimality conditions for efficient and weak efficient solutions of (MOP). Further several constraint qualifications sufficient for the above newly defined constraint qualifications are introduced for (MOP) with no equality constraints. Relationships between them are presented and examples are constructed to support the results.

Keywords:
Karush–Kuhn–Tucker conditions Mathematics Constraint (computer-aided design) Differentiable function Lipschitz continuity Mathematical optimization Inequality Optimization problem Type (biology) Pure mathematics Mathematical analysis

Metrics

7
Cited By
0.89
FWCI (Field Weighted Citation Impact)
11
Refs
0.69
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Optimization and Variational Analysis
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Optimization and Mathematical Programming
Physical Sciences →  Engineering →  Control and Systems Engineering
Advanced Multi-Objective Optimization Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics

Related Documents

JOURNAL ARTICLE

Constraint Qualifications in Nonsmooth Multiobjective Optimization

X. F. Li

Journal:   Journal of Optimization Theory and Applications Year: 2000 Vol: 106 (2)Pages: 373-398
JOURNAL ARTICLE

Nonsmooth multiobjective programming and constraint qualifications

M. GolestaniS. Nobakhtian

Journal:   Optimization Year: 2012 Vol: 62 (6)Pages: 783-795
JOURNAL ARTICLE

On Constraint Qualifications in Nonsmooth Optimization

Oliver Stein

Journal:   Journal of Optimization Theory and Applications Year: 2004 Vol: 121 (3)Pages: 647-671
JOURNAL ARTICLE

A class of constraint qualifications in nonsmooth optimization

Guoqiang TianXiaoli LiTong Zhao

Journal:   Annals of Operations Research Year: 1999 Vol: 87 (0)Pages: 383-391
© 2026 ScienceGate Book Chapters — All rights reserved.