First- and Second-Order Optimality Conditions for Quadratically Constrained Quadratic Programming Problems
We consider a quadratic programming problem with quadratic cone constraints and an additional geometric constraint. Under suitable assumptions, we establish necessary and sufficient conditions for optimality of a KKT point and, in particular, we characterize optimality by using strong duality as a r...
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| Published in: | Journal of optimization theory and applications Vol. 193; no. 1-3; pp. 118 - 138 |
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| Abstract | We consider a quadratic programming problem with quadratic cone constraints and an additional geometric constraint. Under suitable assumptions, we establish necessary and sufficient conditions for optimality of a KKT point and, in particular, we characterize optimality by using strong duality as a regularity condition. We consider in details the case where the feasible set is defined by two quadratic equality constraints and, finally, we analyse simultaneous diagonalizable quadratic problems, where the Hessian matrices of the involved quadratic functions are all diagonalizable by means of the same orthonormal matrix. |
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| AbstractList | We consider a quadratic programming problem with quadratic cone constraints and an additional geometric constraint. Under suitable assumptions, we establish necessary and sufficient conditions for optimality of a KKT point and, in particular, we characterize optimality by using strong duality as a regularity condition. We consider in details the case where the feasible set is defined by two quadratic equality constraints and, finally, we analyse simultaneous diagonalizable quadratic problems, where the Hessian matrices of the involved quadratic functions are all diagonalizable by means of the same orthonormal matrix. |
| Author | Flores-Bazán, Fabián Mastroeni, Giandomenico |
| Author_xml | – sequence: 1 givenname: Fabián surname: Flores-Bazán fullname: Flores-Bazán, Fabián organization: Departamento de Ingeniería Matemática, Facultad de Ciencias Físicas y Matemáticas, Universidad de Concepción – sequence: 2 givenname: Giandomenico orcidid: 0000-0002-3848-1554 surname: Mastroeni fullname: Mastroeni, Giandomenico email: giandomenico.mastroeni@unipi.it organization: Department of Computer Science, University of Pisa |
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| Cites_doi | 10.1080/02331934.2015.1083019 10.1007/s10957-011-9930-3 10.1007/s10107-013-0710-8 10.1007/s10107-016-1078-3 10.1515/9781400873173 10.1137/07070601X 10.1007/BF00935321 10.1007/s10898-009-9518-8 10.1002/0471787779 10.1016/j.orl.2014.12.002 10.1007/s10898-011-9660-y 10.1007/s10898-018-0607-4 10.1007/BF02193096 10.1007/s10898-009-9445-8 10.1137/1.9781611971255 10.1007/0-387-28020-0 |
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| Copyright | The Author(s) 2022. corrected publication 2022 The Author(s) 2022. corrected publication 2022. 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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| References | Flores-Bazán, Mastroeni (CR8) 2013; 23 Ai, Zhang (CR1) 2009; 19 Di, Poliquin (CR6) 1994; 81 Giannessi (CR11) 2005 Bomze (CR4) 2015; 65 Jeyakumar, Li (CR13) 2011; 49 CR16 Flores-Bazán, Mastroeni (CR9) 2015; 25 Giannessi (CR10) 1984; 42 Zheng, Sun, Li, Xu (CR20) 2011; 52 Ben-Tal, den Hertog (CR3) 2014; 143 Bazaraa, Sherali, Shetty (CR2) 2006 Horst, Pardalos (CR12) 1995 Locatelli (CR15) 2015; 43 Li (CR14) 2012; 152 Peng, Yuan (CR18) 1997; 7 Mastroeni (CR17) 2010; 46 Bomze, Jeyakumar, Li (CR5) 2018; 56 Flores-Bazán, Cárcamo (CR7) 2018; 168 Rockafellar (CR19) 1970 F Giannessi (2022_CR10) 1984; 42 I Bomze (2022_CR5) 2018; 56 V Jeyakumar (2022_CR13) 2011; 49 JM Peng (2022_CR18) 1997; 7 MS Bazaraa (2022_CR2) 2006 IM Bomze (2022_CR4) 2015; 65 F Flores-Bazán (2022_CR9) 2015; 25 F Flores-Bazán (2022_CR8) 2013; 23 (2022_CR12) 1995 F Flores-Bazán (2022_CR7) 2018; 168 2022_CR16 G Li (2022_CR14) 2012; 152 RT Rockafellar (2022_CR19) 1970 G Mastroeni (2022_CR17) 2010; 46 M Locatelli (2022_CR15) 2015; 43 XJ Zheng (2022_CR20) 2011; 52 W Ai (2022_CR1) 2009; 19 F Giannessi (2022_CR11) 2005 A Ben-Tal (2022_CR3) 2014; 143 S Di (2022_CR6) 1994; 81 |
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| Title | First- and Second-Order Optimality Conditions for Quadratically Constrained Quadratic Programming Problems |
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