Giovannelli G.; Liuzzi G.; Lucidi S.; Rinaldi F. Derivative-free methods for mixed-integer nonsmooth constrained optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 82:293-327 2022 10.1007/s10589-022-00363-1

Pellegrini R.; Serani A.; Liuzzi G.; Rinaldi F.; Lucidi S.; Diez M. A Derivative-Free Line-Search Algorithm for Simulation-Driven Design Optimization Using Multi-Fidelity Computations MATHEMATICS 10(3):481 2022 10.3390/math10030481

Cristofari A.; Di Pillo G.; Liuzzi G.; Lucidi S. An augmented Lagrangian method exploiting an active-set strategy and second-order information JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 193:300-323 2022 10.1007/s10957-022-02003-4

Liuzzi G.; Locatelli M.; Piccialli V. A computational study on QP problems with general linear constraints OPTIMIZATION LETTERS 16:1633-1647 2022 10.1007/s11590-021-01846-6

Bianchi L.; Liti C.; Liuzzi G.; Piccialli V.; Salvatore C. Improving P300 Speller performance by means of optimization and machine learning ANNALS OF OPERATIONS RESEARCH 2021 10.1007/s10479-020-03921-0

Liuzzi G.; Locatelli M.; Piccialli V.; Rass S. Computing mixed strategies equilibria in presence of switching costs by the solution of nonconvex QP problems COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 79(3):561–599 2021 10.1007/s10589-021-00282-7

Cocchi G.; Levato T.; Liuzzi G.; Sciandrone M. A concave optimization-based approach for sparse multiobjective programming OPTIMIZATION LETTERS 14(3):535-556 2020 10.1007/s11590-019-01506-w

Liuzzi G.; Lucidi S.; Rinaldi F. An algorithmic framework based on primitive directions and nonmonotone line searches for black-box optimization problems with integer variables MATHEMATICAL PROGRAMMING COMPUTATION 12(4):673-702 2020 10.1007/s12532-020-00182-7

Pellegrini R.; Serani A.; Liuzzi G.; Rinaldi F.; Lucidi S.; Diez M. Hybridization of multi-objective deterministic particle swarm with derivative-free local searches MATHEMATICS 8(4):546 2020 10.3390/math8040546

Cocchi G.; Liuzzi G.; Lucidi S.; Sciandrone M. On the convergence of steepest descent methods for multiobjective optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 77(1):1-27 2020 10.1007/s10589-020-00192-0

Liuzzi G.; Locatelli M.; Piccialli V. A new branch-and-bound algorithm for standard quadratic programming problems OPTIMIZATION METHODS & SOFTWARE 34(1):79-97 2019 10.1080/10556788.2017.1341504

Liuzzi G.; Lucidi S.; Rinaldi F.; Vicente L.N. Trust-region methods for the derivative-free optimization of nonsmooth black-box functions SIAM JOURNAL ON OPTIMIZATION 29(4):3012-3035 2019 10.1137/19M125772X

Campana, E.F.; Diez, M.; Liuzzi, G.; Lucidi, S.; Pellegrini, R.; Piccialli, V.; Rinaldi, F.; Serani, A. A multi-objective DIRECT algorithm for ship hull optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 71(1):53-72 2018 10.1007/s10589-017-9955-0

Cocchi G.; Liuzzi G.; Papini A.; Sciandrone M. An implicit filtering algorithm for derivative-free multiobjective optimization with box constraints COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 69(2):267-296 2018 10.1007/s10589-017-9953-2

Liuzzi G.; Truemper K. Parallelized hybrid optimization methods for nonsmooth problems using NOMAD and linesearch COMPUTATIONAL & APPLIED MATHEMATICS 37(3):3172-3207 2018 10.1007/s40314-017-0505-2

Di Pillo, G.; Liuzzi, G.; Lucidi, S.; Piccialli, V.; Rinaldi, F A DIRECT-type approach for derivative-free constrained global optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 65(2):361-397 2016 10.1007/s10589-016-9876-3

Liuzzi, G.; Lucidi, S.; Rinaldi, F. A derivative-free approach to constrained multiobjective nonsmooth optimization SIAM JOURNAL ON OPTIMIZATION 26(4):2744-2774 2016 10.1137/15M1037810

De Santis, M.; Festa, P; Liuzzi, G.; Lucidi, S.; Rinaldi, F. A nonmonotone GRASP MATHEMATICAL PROGRAMMING COMPUTATION 8(3):271-309 2016 10.1007/s12532-016-0107-9

Campana, Emilio F.; Diez, Matteo; Iemma, Umberto; Liuzzi, Giampaolo; Lucidi, Stefano; Rinaldi, Francesco; Serani, Andrea Derivative-free global ship design optimization using global/local hybridization of the DIRECT algorithm OPTIMIZATION AND ENGINEERING 17(1):127-156 2016 10.1007/s11081-015-9303-0

Liuzzi, G; Lucidi, S.; Piccialli, V. Exploiting derivative-free local searches in DIRECT-type algorithms for global optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 65(2):449-475 2016 10.1007/s10589-015-9741-9

Serani, Andrea; Fasano, Giovanni; Liuzzi, Giampaolo; Lucidi, Stefano; Iemma, Umberto; Campana, Emilio F.; Stern, Frederick; Diez, Matteo Ship hydrodynamic optimization by local hybridization of deterministic derivative-free global algorithms APPLIED OCEAN RESEARCH 59:115-128 2016 10.1016/j.apor.2016.04.006

Lampariello F.; Liuzzi G. A filling function method for unconstrained global optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 61(3):713-729 2015 10.1007/s10589-015-9728-6

Casolino G.M.; Liuzzi G.; Losi A. Combined cycle unit commitment in a changing electricity market scenario INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 73:114-123 2015 10.1016/j.ijepes.2015.04.017

Giampaolo Liuzzi; Stefano Lucidi; Francesco Rinaldi Derivative-Free Methods for Mixed-Integer Constrained Optimization Problems JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 164(3):933-965 2015 10.1007/s10957-014-0617-4

Angelo Ciccazzo; Vittorio Latorre; Giampaolo Liuzzi; Stefano Lucidi; Francesco Rinaldi Derivative-Free Robust Optimization for Circuit Design JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 164(3):842-861 2015 10.1007/s10957-013-0441-2

Lampariello F.; Liuzzi G. Global Optimization of Protein–peptide Docking by a Filling Function Method JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 164(3):1090-1108 2015 10.1007/s10957-014-0525-7

Bianconcini T.; Liuzzi G.; Morini B.; Sciandrone M. On the use of iterative methods in cubic regularization for unconstrained optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 60(1):35-57 2015 10.1007/s10589-014-9672-x

Liuzzi G.; Rinaldi F. Solving ℓ0-penalized problems with simple constraints via the Frank–Wolfe reduced dimension method OPTIMIZATION LETTERS 9(1):57-74 2015 10.1007/s11590-014-0757-3

G. FASANO; G. LIUZZI; S. LUCIDI; F. RINALDI A LINESEARCH-BASED DERIVATIVE-FREE APPROACH FORNONSMOOTH CONSTRAINED OPTIMIZATION SIAM JOURNAL ON OPTIMIZATION 24:959-992 2014 10.1137/130940037

Bertolazzi P.; Guerra C.; Liuzzi G. Predicting protein-ligand and protein-peptide interfaces THE EUROPEAN PHYSICAL JOURNAL PLUS 129(6) 2014 10.1140/epjp/i2014-14132-1

Di Lorenzo D.; Liuzzi G.; Rinaldi F.; Schoen F.; Sciandrone M. A concave optimization-based approach for sparse portfolio selection OPTIMIZATION METHODS & SOFTWARE 27(6):983-1000 2012 10.1080/10556788.2011.577773

Liuzzi G.; Risi A. A decomposition algorithm for unconstrained optimization problems with partial derivative information OPTIMIZATION LETTERS 6(3):437-450 2012 10.1007/s11590-010-0270-2

Bertolazzi P.; Guerra C.; Lampariello F.; Liuzzi G. Continuous global optimization for protein structure analysis LA RIVISTA DEL NUOVO CIMENTO DELLA SOCIETÀ ITALIANA DI FISICA 35(5):65-70 2012 10.1393/ncc/i2012-11335-1

G. Liuzzi; Stefano Lucidi; F. Rinaldi Derivative-free methods for bound constrained mixed-integer optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 53(2):505-526 2012 10.1007/s10589-011-9405-3

Di Serafino D.; Liuzzi G.; Piccialli V.; Riccio F.; Toraldo G. A Modified DIviding RECTangles Algorithm for a Problem in Astrophysics JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 151(1):175-190 2011 10.1007/s10957-011-9856-9

Gianni Di Pillo; Giampaolo Liuzzi; Stefano Lucidi A primal-dual algorithm for nonlinear programming exploiting negative curvature directions NUMERICAL ALGEBRA, CONTROL AND OPTIMIZATION 1(3):509-528 2011 10.3934/naco.2011.1.509

Gianni Di Pillo; Giampaolo Liuzzi; Stefano Lucidi An exact penalty-lagrangian approach for large-scale nonlinear programming OPTIMIZATION 60(1-2):223-252 2011 10.1080/02331934.2010.505964

Giampaolo Liuzzi; Laura Palagi; Mauro Piacentini On the convergence of a Jacobi-type algorithm for singly linearly-constrained problems subject to simple bounds OPTIMIZATION LETTERS 5(2):347-362 2011 10.1007/s11590-010-0214-x

G. Liuzzi; Stefano Lucidi; V. Piccialli A DIRECT-based approach exploiting local minimizations for the solution of large-scale global optimization problems COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 45(2):353-375 2010 10.1007/s10589-008-9217-2

Bertolazzi P.; Guerra C.; Liuzzi G. A global optimization algorithm for protein surface alignment BMC BIOINFORMATICS 11(1):488 2010 10.1186/1471-2105-11-488

Giampaolo Liuzzi; Stefano Lucidi; Veronica Piccialli A partition-based global optimization algorithm JOURNAL OF GLOBAL OPTIMIZATION 48(1):113-128 2010 10.1007/s10898-009-9515-y

Gianni Di Pillo; Giampaolo Liuzzi; Stefano Lucidi; Laura Palagi A truncated Newton method in an augmented Lagrangian framework for nonlinear programming COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 45(2):311-352 2010 10.1007/s10589-008-9216-3

Giampaolo Liuzzi; Stefano Lucidi; Marco Sciandrone Sequential penalty derivative-free methods for nonlinear constrained optimization SIAM JOURNAL ON OPTIMIZATION 20(5):2614-2635 2010 10.1137/090750639

Casolino G.M.; Liuzzi G.; Losi A. Unit commitment in oligopolistic markets by nonlinear mixed variable programming OPTIMIZATION AND ENGINEERING 11 2 213 245 2010 10.1007/s11081-009-9102-6

Giampaolo Liuzzi; Stefano Lucidi A DERIVATIVE-FREE ALGORITHM FOR INEQUALITY CONSTRAINED NONLINEAR PROGRAMMING VIA SMOOTHING OF AN l(infinity) PENALTY FUNCTION SIAM JOURNAL ON OPTIMIZATION 20(1):1-29 2009 10.1137/070711451

Emilio Fortunato Campana; Giampaolo Liuzzi; Stefano Lucidi; Daniele Peri; Veronica Piccialli; Antonio Pinto New global optimization methods for ship design problems OPTIMIZATION AND ENGINEERING 10(4):533-555 2009 10.1007/s11081-009-9085-3

Giampaolo Liuzzi; Stefano Lucidi A derivative-free algorithm for systems of nonlinear inequalities OPTIMIZATION LETTERS 2(4):521-534 2008 10.1007/s11590-008-0078-5

Daniela Iacoviello; G. Liuzzi Fixed/free final time sir epidemic models with multiple controls INTERNATIONAL JOURNAL OF SIMULATION MODELLING 7(2):81-92 2008 10.2507/ijsimm07(2)3.103

Giampaolo Liuzzi; Stefano Lucidi; M. Sciandrone A derivative-free algorithm for linearly constrained finite minimax problems SIAM JOURNAL ON OPTIMIZATION 16(4):1054-1075 2006 10.1137/040615821

Giampaolo Liuzzi; Stefano Lucidi; Veronica Piccialli; Marco Villani Design of induction motors using a mixed-variable approach COMPUTATIONAL MANAGEMENT SCIENCE 2(3):213-228 2005 10.1007/s10287-005-0024-2

G. LIUZZI; S. LUCIDI; V. PICCIALLI; A. SOTGIU A magnetic resonance device designed via global optimizationtechniques MATHEMATICAL PROGRAMMING 101:339-364 2004 10.1007/s10107-004-0528-5

Francisco Facchinei; Giampaolo Liuzzi; Stefano Lucidi A truncated Newton method for the solution of large-scale inequality constrained minimization problems COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 25(1-3):85-122 2003 10.1023/a:1022901020289

Gianni Di Pillo; Giampaolo Liuzzi; Stefano Lucidi; Laura Palagi An exact augmented Lagrangian function for nonlinear programming with two-sided constraints COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 25(1-3):57-83 2003 10.1023/a:1022948903451

LIUZZI G.; S. LUCIDI; PARASILITI F.; VILLANI M. Multi-objective Optimization Techniques for the Design of Induction Motors IEEE TRANSACTIONS ON MAGNETICS 39:1261-1264 2003 10.1109/TMAG.2003.810193