Semi-continuous quadratic optimization: existence conditions and duality scheme

In this work, we study the class of problems called semi-continuous optimization, which contains constrained minimization (maximization) problems with lower (upper) semi-continuous objective functions. We show some existence conditions for solutions based on asymptotic techniques, as well as a duali...

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Published inJournal of global optimization Vol. 63; no. 2; pp. 281 - 295
Main Authors Cotrina, John, Raupp, Fernanda M. P., Sosa, Wilfredo
Format Journal Article
LanguageEnglish
Published New York Springer US 01.10.2015
Springer
Springer Nature B.V
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Abstract In this work, we study the class of problems called semi-continuous optimization, which contains constrained minimization (maximization) problems with lower (upper) semi-continuous objective functions. We show some existence conditions for solutions based on asymptotic techniques, as well as a duality scheme based on the Fenchel–Moreau conjugation specifically applied to semi-continuous problems. Promising results are obtained, when we apply this scheme to minimize quadratic functions (whose Hessians can be symmetric indefinite) over nonempty, closed and convex polyhedral sets.
AbstractList In this work, we study the class of problems called semi-continuous optimization, which contains constrained minimization (maximization) problems with lower (upper) semi-continuous objective functions. We show some existence conditions for solutions based on asymptotic techniques, as well as a duality scheme based on the Fenchel–Moreau conjugation specifically applied to semi-continuous problems. Promising results are obtained, when we apply this scheme to minimize quadratic functions (whose Hessians can be symmetric indefinite) over nonempty, closed and convex polyhedral sets.
Audience Academic
Author Cotrina, John
Sosa, Wilfredo
Raupp, Fernanda M. P.
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  surname: Sosa
  fullname: Sosa, Wilfredo
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Keywords 90C20
Semi-continuous optimization
90C46
Existence conditions
Fenchel–Moreau conjugation
90C26
Duality scheme
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PublicationSubtitle An International Journal Dealing with Theoretical and Computational Aspects of Seeking Global Optima and Their Applications in Science, Management and Engineering
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  ident: 306_CR4
  publication-title: Math. Oper. Res.
  doi: 10.1287/moor.21.4.769
  contributor:
    fullname: A Auslender
– ident: 306_CR10
  doi: 10.1007/0-387-23393-8_6
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Snippet In this work, we study the class of problems called semi-continuous optimization, which contains constrained minimization (maximization) problems with lower...
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StartPage 281
SubjectTerms Asymptotic methods
Asymptotic properties
Computer Science
Conjugation
Constraints
Mathematical models
Mathematics
Mathematics and Statistics
Maximization
Minimization
Operations Research/Decision Theory
Optimization
Optimization techniques
Quadratic equations
Real Functions
Recessions
Studies
Symmetry
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  providerName: ProQuest
Title Semi-continuous quadratic optimization: existence conditions and duality scheme
URI https://link.springer.com/article/10.1007/s10898-015-0306-3
https://www.proquest.com/docview/1711187058
https://search.proquest.com/docview/1762095402
Volume 63
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