Constraint Qualifications for Vector Optimization Problems in Real Topological Spaces
In this paper, we introduce a series of definitions of generalized affine functions for vector-valued functions by use of “linear set”. We prove that our generalized affine functions have some similar properties to generalized convex functions. We present examples to show that our generalized affine...
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| Vydáno v: | Axioms Ročník 12; číslo 8; s. 783 |
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| Médium: | Journal Article |
| Jazyk: | angličtina |
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MDPI AG
01.08.2023
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| ISSN: | 2075-1680, 2075-1680 |
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| Abstract | In this paper, we introduce a series of definitions of generalized affine functions for vector-valued functions by use of “linear set”. We prove that our generalized affine functions have some similar properties to generalized convex functions. We present examples to show that our generalized affinenesses are different from one another, and also provide an example to show that our definition of presubaffinelikeness is non-trivial; presubaffinelikeness is the weakest generalized affineness introduced in this article. We work with optimization problems that are defined and taking values in linear topological spaces. We devote to the study of constraint qualifications, and derive some optimality conditions as well as a strong duality theorem. Our optimization problems have inequality constraints, equality constraints, and abstract constraints; our inequality constraints are generalized convex functions and equality constraints are generalized affine functions. |
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| AbstractList | In this paper, we introduce a series of definitions of generalized affine functions for vector-valued functions by use of “linear set”. We prove that our generalized affine functions have some similar properties to generalized convex functions. We present examples to show that our generalized affinenesses are different from one another, and also provide an example to show that our definition of presubaffinelikeness is non-trivial; presubaffinelikeness is the weakest generalized affineness introduced in this article. We work with optimization problems that are defined and taking values in linear topological spaces. We devote to the study of constraint qualifications, and derive some optimality conditions as well as a strong duality theorem. Our optimization problems have inequality constraints, equality constraints, and abstract constraints; our inequality constraints are generalized convex functions and equality constraints are generalized affine functions. |
| Audience | Academic |
| Author | Zeng, Renying |
| Author_xml | – sequence: 1 givenname: Renying orcidid: 0000-0001-9073-9981 surname: Zeng fullname: Zeng, Renying |
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| Cites_doi | 10.1007/s10957-006-9140-6 10.1080/02331934.2020.1847109 10.1080/02331938508843061 10.1007/BFb0120929 10.1073/pnas.39.1.42 10.1007/BF02191762 10.1016/j.na.2010.04.020 10.1016/j.jmaa.2008.10.009 10.1007/978-3-642-02431-3 10.1080/0233193021000031615 10.1006/jmaa.1997.5568 10.1287/moor.22.4.977 10.1007/978-3-642-21114-0 10.1007/978-3-662-00547-7 10.1287/moor.9.1.87 10.1007/978-3-642-50280-4 10.1137/0712056 |
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| References_xml | – volume: 131 start-page: 281 year: 2006 ident: ref_6 article-title: Generalized Motzkin Theorem of the Alternative and Vector Optimization Problems publication-title: J. Optim. Theo. Appl. doi: 10.1007/s10957-006-9140-6 – volume: 71 start-page: 2033 year: 2022 ident: ref_19 article-title: On the Optimality Conditions for DC Vector Optimization Problems publication-title: Optimization doi: 10.1080/02331934.2020.1847109 – volume: 16 start-page: 643 year: 1985 ident: ref_3 article-title: Convexlike Alternative Theorems and Mathematical Programming publication-title: Optimization doi: 10.1080/02331938508843061 – volume: 14 start-page: 206 year: 1981 ident: ref_12 article-title: Some Continuity Properties of Polyhedral Multifunctions publication-title: Math. Program. Stud. doi: 10.1007/BFb0120929 – volume: 39 start-page: 42 year: 1953 ident: ref_2 article-title: Minimax Theorems publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.39.1.42 – volume: 1 start-page: 63 year: 1994 ident: ref_4 article-title: Lagrange Multipliers and Saddle Points in Multiobjective Programming publication-title: J. Optim. Theo. Appl. doi: 10.1007/BF02191762 – volume: 73 start-page: 1143 year: 2010 ident: ref_14 article-title: Constraint Qualifications for Optimality Conditions and Total Lagrange Dualities in Convex Infinite Programming publication-title: Nonlinear Anal. doi: 10.1016/j.na.2010.04.020 – volume: 351 start-page: 170 year: 2009 ident: ref_17 article-title: Nonsmooth Semi-Infinite Programming Problems with Mixed Constraints publication-title: J. Math. Anal. Appl. doi: 10.1016/j.jmaa.2008.10.009 – ident: ref_16 – ident: ref_9 doi: 10.1007/978-3-642-02431-3 – volume: 51 start-page: 709 year: 2002 ident: ref_5 article-title: Generalized Gordan Alternative Theorem with Weakened Convexity and its Applications publication-title: Optimization doi: 10.1080/0233193021000031615 – ident: ref_13 – volume: 215 start-page: 297 year: 1997 ident: ref_7 article-title: Lagrangian Multipliers, Saddle Points and Duality in Vector Optimization of Set-Valued Maps publication-title: J. Math. Anal. Appl. doi: 10.1006/jmaa.1997.5568 – volume: 22 start-page: 977 year: 1997 ident: ref_8 article-title: Necessary Optimality Conditions for Optimization Problems with Variational Inequality Constriants publication-title: Math. Oper. Res. doi: 10.1287/moor.22.4.977 – volume: 17 start-page: 879 year: 2016 ident: ref_18 article-title: Constraint Qualification for Quasiconvex Inequality System with Applications in Constraint Optimization publication-title: J. Nonlinear Convex. Anal. – ident: ref_20 doi: 10.1007/978-3-642-21114-0 – ident: ref_1 doi: 10.1007/978-3-662-00547-7 – volume: 9 start-page: 87 year: 1984 ident: ref_10 article-title: Lipschitz Behavior of Solutions to Convex Minimization Problems publication-title: Math. Oper. Res. doi: 10.1287/moor.9.1.87 – ident: ref_15 doi: 10.1007/978-3-642-50280-4 – volume: 12 start-page: 754 year: 1975 ident: ref_11 article-title: Stability Theory for Systems of Inequalities. Part I: Linear Systems publication-title: SIAM J. Numer. Anal. doi: 10.1137/0712056 |
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| SubjectTerms | affine functions constraint qualifications convex functions Duality theorem generalized affine functions generalized convex functions Graphs Mathematical optimization Mathematical research Optimization real linear topological spaces Topological spaces Topology |
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| Title | Constraint Qualifications for Vector Optimization Problems in Real Topological Spaces |
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