GIAMPAOLO LIUZZI

Researcher


email: giampaolo.liuzzi@uniroma1.it
phone:
building: DIAG, Via Ariosto 25 (RM105)
room: A113

Giampaolo Liuzzi was born on 1972 in Rome. He graduated in 1997 and took his doctorate degree in operations research in 2001. Since July 2020 he is researcher at the Department of Computer, Control and Management Engineering of "Sapienza" University of Rome. Till July 2020 he had a permanent position as Senior Researcher at the Institute for System Analysis and Computer Science (IASI) of the Italian National Research Council.
He is professor of Advanced Mathematical Analysis, Operations Research and Optimization of Complex Systems courses for the Faculty of Information Engineering, Informatics, and Statistics.
His research interests comprehend (but are not limited to):
- nonlinear constrained and unconstrained optimization; in this filed, he is interested in the definition and study of efficient Newton-type convergent algorithms for optimization problems.
- mixed integer optimization; he is particularly interested in defining algorithms for problems where some of the variables are restricted to take integer or discrete values and to their application to solve difficult engineering problems.
- global optimization; he studied and contributed substantially to the definition of various algorithms for global optimization belonging to both the heuristic and the exact calss of methods. He is also particularly interested in the study of deterministic global optimization algorithms for multi-objective and constrained problems.
- multiobjective optimization; he proposed and studied a-posteriori methods for multi-objective problems both in the gradient-based and derivative-free context.
- derivative-free or black-box optimization; he studied many problem types within the class of derivative-free optimization. Such problems cover global, multi-objective, constrained and mixed integer optimization problems. He is also administering the well-know Derivative-Free Library (DFL) available for public use at the url http://www.iasi.cnr.it/~liuzzi/DFL/
He pubblished more than 50 paper in international journals.

On October the 10th, 2014 he got the ASN for Associate Professor and on September the 24th, 2018 he got the ASN for Full Professor. He has a total of 788 citations and an h-index of 17 as reported by scopus.com.

Bibliometric indicators:
H-index: 16 (Scopus); 20 (Google Scholar)
Citations: 693 (Scopus); 1042 (Google Scholar)

Honors:
- Organizer of the Optimization for Machine Learning stream for the 3rd conference of the IMA/ORS, Birmingham (UK)
- Co-organizer of the Derivative-free stream for the EURO 2021 conference, Athens (Greece)
- Member of the scientific committee for the EUROPT 2013, 11th EUROPT Workshop on Advances in Continuous Optimization, Florence (Italy)
- Organizer of the Derivative-Free and Simulation-Based Optimization stream, for the ICCOPT 2013 conference, New University of Lisbon (Portugal)
- Organizer of the Derivative-free Optimization stream, for the Optimization 2011 conference, New University of Lisbon, Portugal
- Invited speaker for the "Seminario permanente di ottimizzazione" University of Florence (Italy) 2009
- Invited speaker on Derivative-free penalty methods for constrained nonlinear problems. Università della Calabria, D.E.I.S., Arcavacata di Rende (CS), Italy 2010

He partecipated in the following National research projects:
- 2002–2004 FIRB: Large-scale nonlinear optimization
- 2005–2007 PRIN: New problems and methods for nonlinear optimization
- 2009-2011 PRIN: Integrated approaches for discrete and nonlinear optimization
- 2012-2016 PB.P05: InterOmics
- 2012-2015 PRIN: Mixed integer nonlinear optimization: Approaches and applications
- 2012-2016 MINO: Mixed-Integer Nonlinear Optimization, Marie Curie Initial Training Network n. 316647
- 2015-2017 PRIN: Nonlinear and Combinatorial Aspects of Complex Networks

Research products

11573/1721947 - 2024 - Worst Case Complexity Bounds for Linesearch-Type Derivative-Free Algorithms
Brilli, A.; Kimiaei, M.; Liuzzi, Giampaolo; Lucidi, Stefano - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Dordrecht : Kluwer) pp. 1-36 - issn: 1573-2878 - wos: WOS:001326008100001 (0) - scopus: 2-s2.0-85205529724 (0)

11573/1684984 - 2024 - A clustering heuristic to improve a derivative-free algorithm for nonsmooth optimization
Gaudioso, Manlio; Liuzzi, Giampaolo; Lucidi, Stefano - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 57-71 - issn: 1862-4472 - wos: WOS:001027336900002 (1) - scopus: 2-s2.0-85164780977 (1)

11573/1697727 - 2023 - CMA Light: a novel Minibatch Algorithm for large-scale non convex finite sum optimization
Coppola, Corrado; Liuzzi, Giampaolo; Palagi, Laura - 13a Altro ministeriale

11573/1475684 - 2022 - Improving P300 Speller performance by means of optimization and machine learning
Bianchi, Luigi; Liti, Chiara; Liuzzi, Giampaolo; Piccialli, Veronica; Salvatore, Cecilia - 01a Articolo in rivista
paper: ANNALS OF OPERATIONS RESEARCH (Switzerland: Springer Nature Dordrecht: Kluwer Academic Publishers. Amsterdam; Bussum: Baltzer Science Publishers.) pp. 1221-1259 - issn: 0254-5330 - wos: WOS:000609042100001 (7) - scopus: 2-s2.0-85099662786 (9)

11573/1611228 - 2022 - An Augmented Lagrangian Method Exploiting an Active-Set Strategy and Second-Order Information
Cristofari, Andrea; Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. - - issn: 0022-3239 - wos: WOS:000752737700003 (1) - scopus: 2-s2.0-85124379476 (1)

11573/1664885 - 2022 - Derivative-free methods for mixed-integer nonsmooth constrained optimization
Giovannelli, Tommaso; Liuzzi, Giampaolo; Lucidi, Stefano; Rinaldi, Francesco - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 293-327 - issn: 0926-6003 - wos: WOS:000777251900001 (6) - scopus: 2-s2.0-85127589031 (7)

11573/1611233 - 2022 - A computational study on QP problems with general linear constraints
Liuzzi, G.; Locatelli, M.; Piccialli, V. - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. - - issn: 1862-4472 - wos: WOS:000749021200001 (2) - scopus: 2-s2.0-85123837009 (2)

11573/1611217 - 2022 - A Derivative-Free Line-Search Algorithm for Simulation-Driven Design Optimization Using Multi-Fidelity Computations
Pellegrini, Riccardo; Serani, Andrea; Liuzzi, Giampaolo; Rinaldi, Francesco; Lucidi, Stefano; Diez, Matteo - 01a Articolo in rivista
paper: MATHEMATICS (Basel: MDPI AG, 2013-) pp. - - issn: 2227-7390 - wos: WOS:000760000900001 (2) - scopus: 2-s2.0-85123982723 (3)

11573/1611238 - 2021 - Computing mixed strategies equilibria in presence of switching costs by the solution of nonconvex QP problems
Liuzzi, G.; Locatelli, M.; Piccialli, V.; Rass, S. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 561-599 - issn: 0926-6003 - wos: WOS:000652905900001 (6) - scopus: 2-s2.0-85106434911 (8)

11573/1541401 - 2021 - Derivative-free line-search algorithm for multi-fidelity optimization
Liuzzi, G.; Lucidi, S.; Rinaldi, F.; Pellegrini, R.; Serani, A.; Diez, M. - 04b Atto di convegno in volume
conference: AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2021 (Virtual, Online)
book: AIAA Scitech 2021 Forum - (978-162410609-5)

11573/1493447 - 2021 - Exploiting non-linear transformations of the variables space in derivative-free global optimization
Liuzzi, Giampaolo; Lucidi, Stefano; Piccialli, Veronica; Romito, Francesco - 13a Altro ministeriale

11573/1478977 - 2020 - A concave optimization-based approach for sparse multiobjective programming
Cocchi, G.; Levato, T.; Liuzzi, G.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 535-556 - issn: 1862-4472 - wos: WOS:000519164900003 (3) - scopus: 2-s2.0-85081719197 (3)

11573/1407851 - 2020 - On the convergence of steepest descent methods for multiobjective optimization
Cocchi, G.; Liuzzi, G.; Lucidi, S.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. - - issn: 0926-6003 - wos: WOS:000531503600001 (13) - scopus: 2-s2.0-85085124646 (13)

11573/1388650 - 2020 - An algorithmic framework based on primitive directions and nonmonotone line searches for black-box optimization problems with integer variables
Liuzzi, G.; Lucidi, S.; Rinaldi, F. - 01a Articolo in rivista
paper: MATHEMATICAL PROGRAMMING COMPUTATION (Springer Berlin / Heidelberg) pp. - - issn: 1867-2949 - wos: WOS:000516352900001 (11) - scopus: 2-s2.0-85079761759 (13)

11573/1399388 - 2020 - Hybridization of multi-objective deterministic particle swarm with derivative-free local searches
Pellegrini, R.; Serani, A.; Liuzzi, G.; Rinaldi, F.; Lucidi, S.; Diez, M. - 01a Articolo in rivista
paper: MATHEMATICS (Basel: MDPI AG, 2013-) pp. - - issn: 2227-7390 - wos: WOS:000531824100086 (15) - scopus: 2-s2.0-85084521446 (15)

11573/1433992 - 2019 - A new branch-and-bound algorithm for standard quadratic programming problems
Liuzzi, G.; Locatelli, M.; Piccialli, V. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 79-97 - issn: 1055-6788 - wos: WOS:000454526400005 (12) - scopus: 2-s2.0-85021426369 (13)

11573/1365858 - 2019 - Trust-region methods for the derivative-free optimization of nonsmooth black-box functions
Liuzzi, G.; Lucidi, S.; Rinaldi, F.; Vicente, L. N. - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 3012-3035 - issn: 1052-6234 - wos: WOS:000546996000023 (15) - scopus: 2-s2.0-85076164068 (15)

11573/1138977 - 2018 - A multi-objective DIRECT algorithm for ship hull optimization
Campana, E. F.; Diez, M.; Liuzzi, G.; Lucidi, S.; Pellegrini, R.; Piccialli, V.; Rinaldi, F.; Serani, A. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 53-72 - issn: 0926-6003 - wos: WOS:000441112600003 (26) - scopus: 2-s2.0-85031898481 (36)

11573/1433994 - 2018 - An implicit filtering algorithm for derivative-free multiobjective optimization with box constraints
Cocchi, G.; Liuzzi, G.; Papini, A.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 267-296 - issn: 0926-6003 - wos: WOS:000426295000001 (20) - scopus: 2-s2.0-85031928285 (23)

11573/1433996 - 2018 - Parallelized hybrid optimization methods for nonsmooth problems using NOMAD and linesearch
Liuzzi, G.; Truemper, K. - 01a Articolo in rivista
paper: COMPUTATIONAL & APPLIED MATHEMATICS (São Carlos SP: Sociedade Brasileira de Matemática Aplicada e Computacional.) pp. 3172-3207 - issn: 1807-0302 - wos: WOS:000438312300040 (3) - scopus: 2-s2.0-85049781643 (3)

11573/1138983 - 2018 - Hybrid global/local derivative-free multi-objective optimization via deterministic particle swarm with local linesearch
Pellegrini, Riccardo; Serani, Andrea; Liuzzi, Giampaolo; Rinaldi, Francesco; Lucidi, Stefano; Campana, Emilio F.; Iemma, Umberto; Diez, Matteo - 04b Atto di convegno in volume
conference: 3rd International Conference on Machine Learning, Optimization, and Big Data, MOD 2017 (Volterra, Italy)
book: Machine Learning, Optimization, and Big Data Third International Conference, MOD 2017 Volterra, Italy, September 14 – 17, 2017 Revised Selected Papers - (9783319729251; 978-3-319-72926-8)

11573/886087 - 2016 - Derivative-free global ship design optimization using global/local hybridization of the DIRECT algorithm
Campana, Emilio F.; Diez, Matteo; Iemma, Umberto; Liuzzi, Giampaolo; Lucidi, Stefano; Rinaldi, Francesco; Serani, Andrea - 01a Articolo in rivista
paper: OPTIMIZATION AND ENGINEERING (Berlin, New York: Springer Dordrecht Netherlands: Kluwer Academic Publishers) pp. 127-156 - issn: 1389-4420 - wos: WOS:000378238800007 (26) - scopus: 2-s2.0-84958112113 (35)

11573/886420 - 2016 - A nonmonotone GRASP
De Santis, Marianna; Festa, P; Liuzzi, G.; Lucidi, Stefano; Rinaldi, F. - 01a Articolo in rivista
paper: MATHEMATICAL PROGRAMMING COMPUTATION (Springer Berlin / Heidelberg) pp. 271-309 - issn: 1867-2949 - wos: WOS:000383501500002 (0) - scopus: 2-s2.0-84982683988 (1)

11573/945319 - 2016 - A DIRECT-type approach for derivative-free constrained global optimization
Di Pillo, G.; Liuzzi, G.; Lucidi, Stefano; Piccialli, V.; Rinaldi, F. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 361-397 - issn: 0926-6003 - wos: WOS:000385183100004 (21) - scopus: 2-s2.0-84989323131 (22)

11573/941695 - 2016 - A derivative-free approach to constrained multiobjective nonsmooth optimization
Liuzzi, G.; Lucidi, Stefano; Rinaldi, F. - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 2744-2774 - issn: 1052-6234 - wos: WOS:000391853600030 (32) - scopus: 2-s2.0-85007256295 (37)

11573/945320 - 2016 - Exploiting derivative-free local searches in DIRECT-type algorithms for global optimization
Liuzzi, G; Lucidi, Stefano; Piccialli, V. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 449-475 - issn: 0926-6003 - wos: WOS:000385183100007 (20) - scopus: 2-s2.0-84925071421 (27)

11573/886521 - 2016 - Ship hydrodynamic optimization by local hybridization of deterministic derivative-free global algorithms
Serani, Andrea; Fasano, Giovanni; Liuzzi, Giampaolo; Lucidi, Stefano; Iemma, Umberto; Campana, Emilio F.; Stern, Frederick; Diez, Matteo - 01a Articolo in rivista
paper: APPLIED OCEAN RESEARCH (Southampton (125 High St. Southampton SO1 0AA): C.M.L. Publications, 1979-) pp. 115-128 - issn: 0141-1187 - wos: WOS:000384385700009 (52) - scopus: 2-s2.0-84973442663 (70)

11573/537016 - 2015 - Derivative-Free Robust Optimization for Circuit Design
Angelo, Ciccazzo; Vittorio, Latorre; Giampaolo, Liuzzi; Lucidi, Stefano; Francesco, Rinaldi - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 842-861 - issn: 0022-3239 - wos: WOS:000350825300007 (8) - scopus: 2-s2.0-84959935755 (8)

11573/1433998 - 2015 - On the use of iterative methods in cubic regularization for unconstrained optimization
Bianconcini, T.; Liuzzi, G.; Morini, B.; Sciandrone, M. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 35-57 - issn: 0926-6003 - wos: WOS:000347724700002 (29) - scopus: 2-s2.0-84921701625 (31)

11573/1434000 - 2015 - Combined cycle unit commitment in a changing electricity market scenario
Casolino, G. M.; Liuzzi, G.; Losi, A. - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (Oxford, United Kingdom: Elsevier Science Limited) pp. 114-123 - issn: 0142-0615 - wos: WOS:000360771800013 (6) - scopus: 2-s2.0-84929172653 (10)

11573/1434002 - 2015 - A filling function method for unconstrained global optimization
Lampariello, F.; Liuzzi, G. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 713-729 - issn: 0926-6003 - wos: WOS:000356522900007 (3) - scopus: 2-s2.0-84931565988 (7)

11573/1434004 - 2015 - Global Optimization of Protein–peptide Docking by a Filling Function Method
Lampariello, F.; Liuzzi, G. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 1090-1108 - issn: 0022-3239 - wos: WOS:000350825300018 (4) - scopus: 2-s2.0-84958025648 (4)

11573/1434021 - 2015 - Solving ℓ0-penalized problems with simple constraints via the Frank–Wolfe reduced dimension method
Liuzzi, G.; Rinaldi, F. - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 57-74 - issn: 1862-4472 - wos: WOS:000347247800004 (4) - scopus: 2-s2.0-84937129731 (4)

11573/645119 - 2015 - Derivative-Free Methods for Mixed-Integer Constrained Optimization Problems
Liuzzi, Giampaolo; Lucidi, Stefano; Francesco, Rinaldi - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 933-965 - issn: 0022-3239 - wos: WOS:000350825300011 (22) - scopus: 2-s2.0-84924054235 (29)

11573/886556 - 2015 - Global optimization of simulation based complex systems
Liuzzi, Giampaolo; Lucidi, Stefano; Piccialli, Veronica - 02a Capitolo o Articolo
book: Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications - (978-1-4899-7546-1; 978-1-4899-7547-8)

11573/1434023 - 2014 - Predicting protein-ligand and protein-peptide interfaces
Bertolazzi, P.; Guerra, C.; Liuzzi, G. - 01a Articolo in rivista
paper: THE EUROPEAN PHYSICAL JOURNAL PLUS (Heidelberg ; Berlin : Springer) pp. - - issn: 2190-5444 - wos: WOS:000338351600004 (10) - scopus: 2-s2.0-84922569672 (10)

11573/645124 - 2014 - A LINESEARCH-BASED DERIVATIVE-FREE APPROACH FOR NONSMOOTH CONSTRAINED OPTIMIZATION
Fasano, G.; Liuzzi, G.; Lucidi, Stefano; Rinaldi, F. - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 959-992 - issn: 1052-6234 - wos: WOS:000343229000002 (42) - scopus: 2-s2.0-84910661905 (45)

11573/951095 - 2014 - Application of derivative-free multi-objective algorithms to reliability-based robust design optimization of a high-speed catamaran in real ocean environment
Pellegrini, R.; Campana, E. F.; Diez, M.; Serani, A.; Rinaldi, F.; Fasano, G.; Iemma, U.; Liuzzi, G.; Lucidi, Stefano; Stern, F. - 04b Atto di convegno in volume
conference: 4th International Conference on Engineering Optimization, ENGOPT 2014 (Lisbon; Portugal)
book: Engineering Optimization IV - Proceedings of the 4th International Conference on Engineering Optimization, ENGOPT 2014 - (9781138027251)

11573/668938 - 2013 - A New Algorithm for the Solution of Large-Scale Singly Linearly Constrained Problems Subject to Simple Bounds.
Liuzzi, Giampaolo; Lucidi, Stefano; Manno, Andrea; Francesco, Rinaldi - 04d Abstract in atti di convegno
conference: 59th Workshop Nonlinear Optimization: a Bridge from Theory to Applications (Erice)
book: 59th Workshop Nonlinear Optimization: a Bridge from Theory to Applications - ()

11573/1434026 - 2012 - Continuous global optimization for protein structure analysis
Bertolazzi, P.; Guerra, C.; Lampariello, F.; Liuzzi, G. - 01a Articolo in rivista
paper: LA RIVISTA DEL NUOVO CIMENTO DELLA SOCIETÀ ITALIANA DI FISICA (Editrice Compositori) pp. 65-70 - issn: 0393-697X - wos: (0) - scopus: 2-s2.0-85007482738 (0)

11573/1434029 - 2012 - A concave optimization-based approach for sparse portfolio selection
Di Lorenzo, D.; Liuzzi, G.; Rinaldi, F.; Schoen, F.; Sciandrone, M. - 01a Articolo in rivista
paper: OPTIMIZATION METHODS & SOFTWARE (Basingstoke, United Kingdom: Taylor & Francis Limited Reading: Gordon & Breach Science Publishers) pp. 983-1000 - issn: 1055-6788 - wos: WOS:000306841500004 (20) - scopus: 2-s2.0-84864207648 (23)

11573/506772 - 2012 - An exact augmented Lagrangian function exploiting negative curvature directions
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano - 02a Capitolo o Articolo
book: Recent Advances in Nonlinear Optimization and Equilibrium Problems: a Tribute to Marco D'Apuzzo - (9788854856875)

11573/376644 - 2012 - Derivative-free methods for bound constrained mixed-integer optimization
Liuzzi, G.; Lucidi, Stefano; Rinaldi, F. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 505-526 - issn: 0926-6003 - wos: WOS:000310137300010 (34) - scopus: 2-s2.0-84868348650 (36)

11573/1434031 - 2012 - A decomposition algorithm for unconstrained optimization problems with partial derivative information
Liuzzi, G.; Risi, A. - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 437-450 - issn: 1862-4472 - wos: WOS:000300849900006 (2) - scopus: 2-s2.0-84857658941 (2)

11573/668936 - 2012 - A Truncated Newton Method For Singly Linearly-Constrained Problems Subject To Simple Bounds
Liuzzi, Giampaolo; Lucidi, Stefano; Manno, Andrea; Francesco, Rinaldi - 04d Abstract in atti di convegno
conference: AIRO 2012 (Vietri sul Mare)
book: AIRO 2012 - ()

11573/511648 - 2012 - Partitioning techniques for global optimization
Liuzzi, Giampaolo; Lucidi, Stefano; Piccialli, V. - 02a Capitolo o Articolo
book: Recent Advances in Nonlinear Optimization and Equilibrium Problems: A Tribute to Marco D'Apuzzo - (9788854856875)

11573/227432 - 2011 - An exact penalty-lagrangian approach for large-scale nonlinear programming
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano - 01a Articolo in rivista
paper: OPTIMIZATION (Basingstoke: Taylor & Francis Limited) pp. 223-252 - issn: 0233-1934 - wos: WOS:000287214500016 (8) - scopus: 2-s2.0-79751509534 (8)

11573/413585 - 2011 - A primal-dual algorithm for nonlinear programming exploiting negative curvature directions
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano - 01a Articolo in rivista
paper: NUMERICAL ALGEBRA, CONTROL AND OPTIMIZATION (USA: American Institute of Mathematical Sciences) pp. 509-528 - issn: 2155-3289 - wos: (0) - scopus: 2-s2.0-84892595750 (3)

11573/1434033 - 2011 - A Modified DIviding RECTangles Algorithm for a Problem in Astrophysics
Di Serafino, D.; Liuzzi, G.; Piccialli, V.; Riccio, F.; Toraldo, G. - 01a Articolo in rivista
paper: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS (Plenum Press:Book Customer Service, 233 Spring Street:New York, NY 10013:(212)620-8471, (212)620-8000, EMAIL: info@plenum.com, INTERNET: http://www.plenum.com, Fax: (212)807-1047) pp. 175-190 - issn: 0022-3239 - wos: WOS:000295091300011 (23) - scopus: 2-s2.0-80052927480 (25)

11573/65584 - 2011 - On the convergence of a Jacobi-type algorithm for singly linearly-constrained problems subject to simple bounds
Liuzzi, Giampaolo; Palagi, Laura; Piacentini, Mauro - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 347-362 - issn: 1862-4472 - wos: WOS:000288556500012 (4) - scopus: 2-s2.0-79952902475 (4)

11573/1434036 - 2010 - A global optimization algorithm for protein surface alignment
Bertolazzi, P.; Guerra, C.; Liuzzi, G. - 01a Articolo in rivista
paper: BMC BIOINFORMATICS ([London]: BioMed Central, [2000]-) pp. 488- - issn: 1471-2105 - wos: WOS:000283062900001 (14) - scopus: 2-s2.0-77957126449 (17)

11573/1434038 - 2010 - Unit commitment in oligopolistic markets by nonlinear mixed variable programming
Casolino, G. M.; Liuzzi, G.; Losi, A. - 01a Articolo in rivista
paper: OPTIMIZATION AND ENGINEERING (Berlin, New York: Springer Dordrecht Netherlands: Kluwer Academic Publishers) pp. 213-245 - issn: 1389-4420 - wos: WOS:000277790400002 (4) - scopus: 2-s2.0-77952544611 (4)

11573/227931 - 2010 - A truncated Newton method in an augmented Lagrangian framework for nonlinear programming
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 311-352 - issn: 0926-6003 - wos: WOS:000274903400006 (11) - scopus: 2-s2.0-77950517412 (16)

11573/18005 - 2010 - A DIRECT-based approach exploiting local minimizations for the solution of large-scale global optimization problems
Liuzzi, G.; Lucidi, Stefano; Piccialli, V. - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 353-375 - issn: 0926-6003 - wos: WOS:000274903400007 (48) - scopus: 2-s2.0-77950518298 (50)

11573/360166 - 2010 - A partition-based global optimization algorithm
Liuzzi, Giampaolo; Lucidi, Stefano; Piccialli, Veronica - 01a Articolo in rivista
paper: JOURNAL OF GLOBAL OPTIMIZATION (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 113-128 - issn: 0925-5001 - wos: WOS:000280701000010 (40) - scopus: 2-s2.0-77955513209 (42)

11573/18071 - 2010 - Sequential penalty derivative-free methods for nonlinear constrained optimization
Liuzzi, Giampaolo; Lucidi, Stefano; Sciandrone, Marco - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 2614-2635 - issn: 1052-6234 - wos: WOS:000280992000022 (50) - scopus: 2-s2.0-77956070698 (53)

11573/363029 - 2009 - New global optimization methods for ship design problems
Emilio Fortunato, Campana; Liuzzi, Giampaolo; Lucidi, Stefano; Daniele, Peri; Piccialli, Veronica; Antonio, Pinto - 01a Articolo in rivista
paper: OPTIMIZATION AND ENGINEERING (Berlin, New York: Springer Dordrecht Netherlands: Kluwer Academic Publishers) pp. 533-555 - issn: 1389-4420 - wos: WOS:000271795100006 (59) - scopus: 2-s2.0-70450267742 (90)

11573/18004 - 2009 - A DERIVATIVE-FREE ALGORITHM FOR INEQUALITY CONSTRAINED NONLINEAR PROGRAMMING VIA SMOOTHING OF AN l(infinity) PENALTY FUNCTION
Liuzzi, Giampaolo; Lucidi, Stefano - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 1-29 - issn: 1052-6234 - wos: WOS:000266055700001 (20) - scopus: 2-s2.0-70450210967 (21)

11573/127623 - 2008 - Fixed/free final time sir epidemic models with multiple controls
Iacoviello, Daniela; Liuzzi, G. - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF SIMULATION MODELLING (Vienna: DAAAM International Vienna.) pp. 81-92 - issn: 1726-4529 - wos: (0) - scopus: 2-s2.0-45149096310 (14)

11573/207162 - 2008 - Optimal control for SIR epidemic model: A two treatments strategy
Iacoviello, Daniela; Liuzzi, G. - 04b Atto di convegno in volume
conference: 2008 Mediterranean Conference on Control and Automation, MED'08 (Ajaccio-Corsica)
book: 16th Mediterranean Conference on Control and Automation, 2008 - (9781424425044; 9781424425051)

11573/18002 - 2008 - A derivative-free algorithm for systems of nonlinear inequalities
Liuzzi, Giampaolo; Lucidi, Stefano - 01a Articolo in rivista
paper: OPTIMIZATION LETTERS (Springer Berlin Heidelberg) pp. 521-534 - issn: 1862-4472 - wos: WOS:000261234600006 (2) - scopus: 2-s2.0-45849103526 (2)

11573/16467 - 2006 - A derivative-free algorithm for linearly constrained finite minimax problems
Liuzzi, Giampaolo; Lucidi, Stefano; Sciandrone, M. - 01a Articolo in rivista
paper: SIAM JOURNAL ON OPTIMIZATION (Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999) pp. 1054-1075 - issn: 1052-6234 - wos: WOS:000237146200007 (34) - scopus: 2-s2.0-33750913136 (34)

11573/16465 - 2005 - Design of induction motors using a mixed-variable approach
Liuzzi, Giampaolo; Lucidi, Stefano; Piccialli, Veronica; Marco, Villani - 01a Articolo in rivista
paper: COMPUTATIONAL MANAGEMENT SCIENCE (Heidelberg ; Berlin : Springer) pp. 213-228 - issn: 1619-697X - wos: (0) - scopus: 2-s2.0-22944488286 (7)

11573/18001 - 2004 - A magnetic resonance device designed via global optimization techniques
Liuzzi, Giampaolo; Lucidi, Stefano; Piccialli, Veronica; A., Sotgiu - 01a Articolo in rivista
paper: MATHEMATICAL PROGRAMMING (Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229) pp. 339-364 - issn: 0025-5610 - wos: WOS:000224555700004 (14) - scopus: 2-s2.0-85008238140 (16)

11573/248223 - 2003 - Fruitful uses of smooth exact merit functions in constrained optimization
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano; Palagi, Laura - 02a Capitolo o Articolo
book: High Performance Algorithms and Software for Nonlinear Optimization - (9781402075322)

11573/5045 - 2003 - An exact augmented Lagrangian function for nonlinear programming with two-sided constraints
Di Pillo, Gianni; Liuzzi, Giampaolo; Lucidi, Stefano; Palagi, Laura - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 57-83 - issn: 0926-6003 - wos: WOS:000181754700005 (5) - scopus: 2-s2.0-0037391698 (6)

11573/252911 - 2003 - A truncated Newton method for the solution of large-scale inequality constrained minimization problems
Facchinei, Francisco; Liuzzi, Giampaolo; Lucidi, Stefano - 01a Articolo in rivista
paper: COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 85-122 - issn: 0926-6003 - wos: WOS:000181754700006 (7) - scopus: 2-s2.0-0037394754 (8)

11573/16407 - 2003 - Multi-objective Optimization Techniques for the Design of Induction Motors
Liuzzi, Giampaolo; Lucidi, Stefano; Parasiliti, F.; Villani, M. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON MAGNETICS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1261-1264 - issn: 0018-9464 - wos: WOS:000182888900043 (50) - scopus: 2-s2.0-0038182259 (77)

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