Optimality conditions for differentiable linearly constrained pseudoconvex programs
The aim of this paper is to study optimality conditions for differentiable linearly constrained pseudoconvex programs. The stated results are based on new transversality conditions which can be used instead of complementarity ones. Necessary and sufficient optimality conditions are stated under suit...
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| Vydáno v: | Decisions in economics and finance Ročník 47; číslo 2; s. 497 - 512 |
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| Médium: | Journal Article |
| Jazyk: | angličtina |
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Cham
Springer International Publishing
01.12.2024
Springer Nature B.V |
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| ISSN: | 1593-8883, 1129-6569 |
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| Abstract | The aim of this paper is to study optimality conditions for differentiable linearly constrained pseudoconvex programs. The stated results are based on new transversality conditions which can be used instead of complementarity ones. Necessary and sufficient optimality conditions are stated under suitable generalized convexity properties. Moreover, two different pairs of dual problems are proposed and weak and strong duality results proved. Finally, it is shown how transversality conditions can be applied to characterize optimality of convex quadratic problems and to efficiently solve a particular class of Max-Min problems |
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| AbstractList | The aim of this paper is to study optimality conditions for differentiable linearly constrained pseudoconvex programs. The stated results are based on new transversality conditions which can be used instead of complementarity ones. Necessary and sufficient optimality conditions are stated under suitable generalized convexity properties. Moreover, two different pairs of dual problems are proposed and weak and strong duality results proved. Finally, it is shown how transversality conditions can be applied to characterize optimality of convex quadratic problems and to efficiently solve a particular class of Max-Min problems |
| Author | Riccardi, Rossana Cambini, Riccardo |
| Author_xml | – sequence: 1 givenname: Riccardo orcidid: 0000-0001-8769-1032 surname: Cambini fullname: Cambini, Riccardo email: riccardo.cambini@unipi.it organization: Department of Economics and Management, University of Pisa – sequence: 2 givenname: Rossana orcidid: 0000-0002-1038-180X surname: Riccardi fullname: Riccardi, Rossana organization: Department of Economics and Management, University of Brescia |
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| Cites_doi | 10.1137/1.9781611971255 10.1007/s10287-023-00471-1 10.1016/j.omega.2022.102666 10.1007/978-1-4757-2836-1 10.1137/1.9780898719437 10.1137/1013001 10.1016/j.eneco.2021.105309 10.1090/qam/135625 10.1007/978-3-540-70876-6 10.1002/0471787779 10.1007/0-387-23639-2_7 10.1515/9781400873173 10.1007/0-387-23639-2_8 10.2174/978160805110611001010119 10.1137/1.9781611970524 |
| ContentType | Journal Article |
| Copyright | The Author(s) 2024 The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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| DOI | 10.1007/s10203-024-00454-0 |
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| References | Arana, Cambini (CR1) 2015; 16 Avriel, Diewert, Schaible, Zang (CR5) 2010; 63 CR8 Arega, Riccardi, Ruiz (CR2) 2021; 99 CR7 CR9 CR16 CR15 Wolfe (CR17) 1961; 19 Bard (CR6) 2010; 30 CR10 Mangasarian (CR14) 1994; 10 Arega, Riccardi, Ruiz (CR3) 2022; 111 Avriel (CR4) 2003; 978 Cambini, Martein (CR11) 2009; 616 Geoffrion (CR13) 1971; 13 Cambini, Riccardi, Scopelliti (CR12) 2023 454_CR8 454_CR7 M Avriel (454_CR5) 2010; 63 454_CR15 454_CR9 JF Bard (454_CR6) 2010; 30 454_CR10 M Avriel (454_CR4) 2003; 978 AM Geoffrion (454_CR13) 1971; 13 OL Mangasarian (454_CR14) 1994; 10 GA Arega (454_CR2) 2021; 99 R Cambini (454_CR12) 2023 P Wolfe (454_CR17) 1961; 19 GA Arega (454_CR3) 2022; 111 M Arana (454_CR1) 2015; 16 454_CR16 A Cambini (454_CR11) 2009; 616 |
| References_xml | – volume: 10 start-page: 1255 year: 1994 ident: CR14 article-title: Nonlinear programming publication-title: SIAM Class. Appl. Math. doi: 10.1137/1.9781611971255 – year: 2023 ident: CR12 article-title: Solving linear multiplicative programs via branch-and-bound: a computational experience publication-title: Computat. Manag. Sci. doi: 10.1007/s10287-023-00471-1 – volume: 111 start-page: 102666 year: 2022 ident: CR3 article-title: Contract design in electricity markets with high penetration of renewables: a two-stage approach publication-title: Omega doi: 10.1016/j.omega.2022.102666 – ident: CR15 – ident: CR16 – volume: 16 start-page: 2507 issue: 12 year: 2015 end-page: 2520 ident: CR1 article-title: "Conic efficiency and duality in nondifferentiable multiobjective mathematical programming publication-title: J. Nonlinear Convex Anal. – ident: CR10 – ident: CR9 – volume: 30 start-page: 978 year: 2010 ident: CR6 article-title: Practical bilevel optimization: algorithms and applications publication-title: Rep. Nonconvex Opt. Appl. doi: 10.1007/978-1-4757-2836-1 – volume: 63 start-page: 19437 year: 2010 ident: CR5 article-title: Generalized concavity publication-title: SIAM Class. Appl. Math. doi: 10.1137/1.9780898719437 – volume: 13 start-page: 1 issue: 1 year: 1971 end-page: 37 ident: CR13 article-title: Duality in non-linear programming: a simplified applications-oriented development publication-title: SIAM Rev. doi: 10.1137/1013001 – volume: 978 start-page: 0486432274 year: 2003 ident: CR4 article-title: Nonlinear programming: analysis and methods publication-title: Dover, Rep. – ident: CR7 – ident: CR8 – volume: 99 start-page: 105309 year: 2021 ident: CR2 article-title: Contracts in electricity markets under EU ETS: a stochastic programming approach publication-title: Energy Econom doi: 10.1016/j.eneco.2021.105309 – volume: 19 start-page: 239 issue: 3 year: 1961 end-page: 244 ident: CR17 article-title: A duality theorem for non-linear programming publication-title: Quart. Appl. Math. doi: 10.1090/qam/135625 – volume: 616 start-page: 6 year: 2009 ident: CR11 article-title: Generalized convexity and optimization: theory and applications publication-title: Lect. Notes Econom. Math. Syst. doi: 10.1007/978-3-540-70876-6 – volume: 30 start-page: 978 year: 2010 ident: 454_CR6 publication-title: Rep. Nonconvex Opt. Appl. doi: 10.1007/978-1-4757-2836-1 – volume: 978 start-page: 0486432274 year: 2003 ident: 454_CR4 publication-title: Dover, Rep. – ident: 454_CR7 doi: 10.1002/0471787779 – volume: 10 start-page: 1255 year: 1994 ident: 454_CR14 publication-title: SIAM Class. Appl. Math. doi: 10.1137/1.9781611971255 – year: 2023 ident: 454_CR12 publication-title: Computat. Manag. Sci. doi: 10.1007/s10287-023-00471-1 – ident: 454_CR9 doi: 10.1007/0-387-23639-2_7 – ident: 454_CR16 doi: 10.1515/9781400873173 – volume: 63 start-page: 19437 year: 2010 ident: 454_CR5 publication-title: SIAM Class. Appl. Math. doi: 10.1137/1.9780898719437 – ident: 454_CR8 doi: 10.1007/0-387-23639-2_8 – volume: 616 start-page: 6 year: 2009 ident: 454_CR11 publication-title: Lect. Notes Econom. Math. Syst. doi: 10.1007/978-3-540-70876-6 – ident: 454_CR10 doi: 10.2174/978160805110611001010119 – volume: 13 start-page: 1 issue: 1 year: 1971 ident: 454_CR13 publication-title: SIAM Rev. doi: 10.1137/1013001 – volume: 111 start-page: 102666 year: 2022 ident: 454_CR3 publication-title: Omega doi: 10.1016/j.omega.2022.102666 – ident: 454_CR15 doi: 10.1137/1.9781611970524 – volume: 19 start-page: 239 issue: 3 year: 1961 ident: 454_CR17 publication-title: Quart. Appl. Math. doi: 10.1090/qam/135625 – volume: 16 start-page: 2507 issue: 12 year: 2015 ident: 454_CR1 publication-title: J. Nonlinear Convex Anal. – volume: 99 start-page: 105309 year: 2021 ident: 454_CR2 publication-title: Energy Econom doi: 10.1016/j.eneco.2021.105309 |
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| SubjectTerms | Complementarity Constraints Convexity Econometrics Economic Theory/Quantitative Economics/Mathematical Methods Economics Economics and Finance Finance Inequality Management Operations Research/Decision Theory Property Public Finance |
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