[图书][B] Conjugate duality in convex optimization

RI Bot - 2009 - books.google.com
The results presented in this book originate from the last decade research work of the author
in the? eld of duality theory in convex optimization. The reputation of duality in the …

Subdifferentials of value functions and optimality conditions for DC and bilevel infinite and semi-infinite programs

N Dinh, B Mordukhovich, TTA Nghia - Mathematical Programming, 2010 - Springer
The paper concerns the study of new classes of parametric optimization problems of the so-
called infinite programming that are generally defined on infinite-dimensional spaces of …

Farkas' lemma: three decades of generalizations for mathematical optimization

N Dinh, V Jeyakumar - Top, 2014 - Springer
In this paper we present a survey of generalizations of the celebrated Farkas's lemma,
starting from systems of linear inequalities to a broad variety of non-linear systems. We focus …

Constraint qualifications for extended Farkas's lemmas and Lagrangian dualities in convex infinite programming

DH Fang, C Li, KF Ng - SIAM Journal on Optimization, 2010 - SIAM
For an inequality system defined by a possibly infinite family of proper functions (not
necessarily lower semicontinuous), we introduce some new notions of constraint …

Optimality conditions for a simple convex bilevel programming problem

S Dempe, N Dinh, J Dutta - … Differentiation in Optimization and Control: In …, 2010 - Springer
The problem to find a best solution within the set of optimal solutions of a convex
optimization problem is modeled as a bilevel programming problem. It is shown that …

Constraint qualifications for optimality conditions and total Lagrange dualities in convex infinite programming

DH Fang, C Li, KF Ng - Nonlinear Analysis: Theory, Methods & …, 2010 - Elsevier
For an inequality system defined by an infinite family of proper convex functions (not
necessarily lower semicontinuous), we introduce some new notions of constraint …

[PDF][PDF] Qualification and optimality conditions for DC programs with infinite constraints

N Dinh, BS Mordukhovich, TTA Nghia - Acta Math. Vietnam, 2009 - journals.math.ac.vn
The paper is devoted to the study of a new class of optimization problems with objectives
given as differences of convex (DC) functions and constraints described by infinitely many …

Closedness type regularity conditions in convex optimization and beyond

SM Grad - Frontiers in Applied Mathematics and Statistics, 2016 - frontiersin.org
The closedness type regularity conditions have proven during the last decade to be viable
alternatives to their more restrictive interiority type counterparts, in both convex optimization …

Simple bilevel programming and extensions

S Dempe, N Dinh, J Dutta, T Pandit - Mathematical Programming, 2021 - Springer
In this paper we discuss the simple bilevel programming problem (SBP) and its extension,
the simple mathematical programming problem under equilibrium constraints (SMPEC) …

On Fenchel c-conjugate dual problems for DC optimization: characterizing weak, strong and stable strong duality

MD Fajardo, J Vidal - Optimization, 2024 - Taylor & Francis
In this paper we present two Fenchel-type dual problems for a DC (difference of convex
functions) optimization primal one. They have been built by means of the c-conjugation …