Javascript must be enabled to continue!
Necessary Optimality Conditions for Robust Nonsmooth Multiobjective Optimization Problems
View through CrossRef
Abstract
This paper deals with a robust multiobjective optimization problem involving nonsmooth/nonconvex real-valued functions. Under an appropriate constraint qualification, we establish necessary optimality conditions for weakly robust efficient solutions of the considered problem. These optimality conditions are presented in terms of Karush-Kuhn-Tucker multipliers and convexificators of the related functions. Examples illustrating our findings are also given.
Title: Necessary Optimality Conditions for Robust Nonsmooth Multiobjective Optimization Problems
Description:
Abstract
This paper deals with a robust multiobjective optimization problem involving nonsmooth/nonconvex real-valued functions.
Under an appropriate constraint qualification, we establish necessary optimality conditions for weakly robust efficient solutions of the considered problem.
These optimality conditions are presented in terms of Karush-Kuhn-Tucker multipliers and convexificators of the related functions.
Examples illustrating our findings are also given.
Related Results
Robust Optimality and Duality for Nonsmooth Multiobjective Programming Problems with Vanishing Constraints under Data Uncertainty
Robust Optimality and Duality for Nonsmooth Multiobjective Programming Problems with Vanishing Constraints under Data Uncertainty
This article investigates robust optimality and duality for a class of nonsmooth multiobjective programming problems with vanishing constraints under data uncertainty (in short, UN...
Second Order Optimality Conditions in Vector Optimization Problems.
Second Order Optimality Conditions in Vector Optimization Problems.
We are interested in proving optimality conditions for optimization problems. By
means of different second-order tangent sets, various second-order necessary optimality
conditions ...
Duality for a class of nonsmooth multiobjective programming problems using convexificators
Duality for a class of nonsmooth multiobjective programming problems using convexificators
As duality is an important and interesting feature of optimization problems,
in this paper, we continue the effort of Long and Huang [X. J. Long, N. J.
Huang, Optimality cond...
Estimation of Parameters and Optimality of Second-Order Spherical Designs Using Quadratic Function Relative to Non-Spherical Face centered CCD
Estimation of Parameters and Optimality of Second-Order Spherical Designs Using Quadratic Function Relative to Non-Spherical Face centered CCD
The study presented the estimation of parameters and optimality of second-order spherical designs using quadratic model in comparison to the non-spherical face centered CCD for var...
Optimality conditions for nonsmooth interval-valued and multiobjective semi-infinite programming
Optimality conditions for nonsmooth interval-valued and multiobjective semi-infinite programming
We consider a nonsmooth semi-infinite interval-valued vector programming problem, where the objectives and constraint functions need not to be locally Lipschitz. Using Abadie’s con...
The Necessary and Sufficient Optimality Conditions for a System of FOCPs with Caputo–Katugampola Derivatives
The Necessary and Sufficient Optimality Conditions for a System of FOCPs with Caputo–Katugampola Derivatives
The necessary optimality conditions with Lagrange multipliers are studied and derived for a new class that includes the system of Caputo–Katugampola fractional derivatives to the ...
Suboptimality in Perceptual Decision Making
Suboptimality in Perceptual Decision Making
Short AbstractHuman perceptual decisions are often described as optimal, but this view remains controversial. To elucidate the issue, we review the vast literature on suboptimaliti...
Physics‐informed neural networks guided modelling and multiobjective optimization of a mAb production process
Physics‐informed neural networks guided modelling and multiobjective optimization of a mAb production process
AbstractIn this paper, we aim to correlate various process and product quality attributes of a mammalian cell culture process with process parameters. To achieve this, we employed ...

