On Optimality Conditions for Some Nonsmooth Optimization Problems over Lp Spaces

The paper deals with the minimization of an integral functional over an Lp space subject to various types of constraints. For such optimization problems, new necessary optimality conditions are derived, based on several concepts of nonsmooth analysis. In particular, we employ the generalized differe...

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Vydané v:Journal of optimization theory and applications Ročník 126; číslo 2; s. 411 - 438
Hlavní autori: Outrata, J. V., Römisch, W.
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: New York, NY Springer 01.08.2005
Springer Nature B.V
Predmet:
Applied sciences
Calculus
Exact sciences and technology
Fuzzy logic
Hilbert space
Mathematical functions
Mathematical models
Mathematical programming
Operational research and scientific management
Operational research. Management science
Optimization
Studies
Proximal
Subgradient optimization
multistage programs
two-stage programs
Functional minimization
Subdifferential
integral functionals
Stochastic programming
Fuzzy logic
coderivatives
fuzzy calculus
Nonsmooth analysis
Normal integrands
Optimality condition
Optimality criterion
normal cones
subdifferentials
ISSN:0022-3239, 1573-2878
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Abstract The paper deals with the minimization of an integral functional over an Lp space subject to various types of constraints. For such optimization problems, new necessary optimality conditions are derived, based on several concepts of nonsmooth analysis. In particular, we employ the generalized differential calculus of Mordukhovich and the fuzzy calculus of proximal subgradients. The results are specialized to nonsmooth two-stage and multistage stochastic programs.
AbstractList The paper deals with the minimization of an integral functional over an Lp space subject to various types of constraints. For such optimization problems, new necessary optimality conditions are derived, based on several concepts of nonsmooth analysis. In particular, we employ the generalized differential calculus of Mordukhovich and the fuzzy calculus of proximal subgradients. The results are specialized to nonsmooth two-stage and multistage stochastic programs.
The paper deals with the minimization of an integral functional over an Lp space subject to various types of constraints. For such optimization problems, new necessary optimality conditions are derived, based on several concepts of nonsmooth analysis. In particular, we employ the generalized differential calculus of Mordukhovich and the fuzzy calculus of proximal subgradients. The results are specialized to nonsmooth two-stage and multistage stochastic programs. [PUBLICATION ABSTRACT]
Author Outrata, J. V.
Römisch, W.
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Cites_doi 10.1137/0316002
10.1016/0047-259X(77)90037-9
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10.1016/S0362-546X(98)00142-4
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10.1016/S0362-546X(00)00183-8
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Springer Science+Business Media, Inc. 2005
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Issue 2
Keywords Proximal
Subgradient optimization
multistage programs
two-stage programs
Functional minimization
Subdifferential
integral functionals
Stochastic programming
Fuzzy logic
coderivatives
fuzzy calculus
Nonsmooth analysis
Normal integrands
Optimality condition
Optimality criterion
normal cones
subdifferentials
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Snippet The paper deals with the minimization of an integral functional over an Lp space subject to various types of constraints. For such optimization problems, new...
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SubjectTerms Applied sciences
Calculus
Exact sciences and technology
Fuzzy logic
Hilbert space
Mathematical functions
Mathematical models
Mathematical programming
Operational research and scientific management
Operational research. Management science
Optimization
Studies
Title On Optimality Conditions for Some Nonsmooth Optimization Problems over Lp Spaces
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