Pubblicazioni di Liuzzi Giampaolo
2025
Brilli Andrea, Liuzzi Giampaolo, Lucidi Stefano
An interior point method for nonlinear constrained derivative-free optimization. OPTIMIZATION METHODS & SOFTWARE 2025: 1-39
Seccia Ruggiero, Coppola Corrado, Liuzzi Giampaolo, Palagi Laura
Convergence of ease-controlled Random Reshuffling gradient Algorithms under Lipschitz smoothness. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2025: -
2024
Brilli A., Kimiaei M., Liuzzi Giampaolo, Lucidi Stefano
Worst Case Complexity Bounds for Linesearch-Type Derivative-Free Algorithms. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2024: 1-36
2023
Gaudioso Manlio, Liuzzi Giampaolo, Lucidi Stefano
A clustering heuristic to improve a derivative-free algorithm for nonsmooth optimization. OPTIMIZATION LETTERS 2023: -
2022
Liuzzi G., Locatelli M., Piccialli V.
A computational study on QP problems with general linear constraints. OPTIMIZATION LETTERS 2022: -
Pellegrini Riccardo, Serani Andrea, Liuzzi Giampaolo, Rinaldi Francesco, Lucidi Stefano, Diez Matteo
Cristofari Andrea, Di Pillo Gianni, Liuzzi Giampaolo, Lucidi Stefano
An Augmented Lagrangian Method Exploiting an Active-Set Strategy and Second-Order Information. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2022: -
Giovannelli Tommaso, Liuzzi Giampaolo, Lucidi Stefano, Rinaldi Francesco
Derivative-free methods for mixed-integer nonsmooth constrained optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2022: 293-327
2021
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 2021: 561-599
Liuzzi G., Lucidi S., Rinaldi F., Pellegrini R., Serani A., Diez M.
Derivative-free line-search algorithm for multi-fidelity optimization. AIAA Scitech 2021 Forum 2021: 1-13
2020
Cocchi G., Levato T., Liuzzi G., Sciandrone M.
A concave optimization-based approach for sparse multiobjective programming. OPTIMIZATION LETTERS 2020: 535-556
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 2020: -
Pellegrini R., Serani A., Liuzzi G., Rinaldi F., Lucidi S., Diez M.
Bianchi Luigi, Liti Chiara, Liuzzi Giampaolo, Piccialli Veronica, Salvatore Cecilia
Improving P300 Speller performance by means of optimization and machine learning. ANNALS OF OPERATIONS RESEARCH 2020: -
Cocchi G., Liuzzi G., Lucidi S., Sciandrone M.
On the convergence of steepest descent methods for multiobjective optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2020: -
2019
Liuzzi G., Locatelli M., Piccialli V.
A new branch-and-bound algorithm for standard quadratic programming problems. OPTIMIZATION METHODS & SOFTWARE 2019: 79-97
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 2019: 3012-3035
2018
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 2018: 53-72
Cocchi G., Liuzzi G., Papini A., Sciandrone M.
An implicit filtering algorithm for derivative-free multiobjective optimization with box constraints. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2018: 267-296
Liuzzi G., Truemper K.
Parallelized hybrid optimization methods for nonsmooth problems using NOMAD and linesearch. COMPUTATIONAL & APPLIED MATHEMATICS 2018: 3172-3207
2016
Liuzzi G., Lucidi Stefano, Rinaldi F.
A derivative-free approach to constrained multiobjective nonsmooth optimization. SIAM JOURNAL ON OPTIMIZATION 2016: 2744-2774
Di Pillo G., Liuzzi G., Lucidi Stefano, Piccialli V., Rinaldi F.
A DIRECT-type approach for derivative-free constrained global optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2016: 361-397
DE SANTIS Marianna, Festa P, Liuzzi G., Lucidi Stefano, Rinaldi F.
A nonmonotone GRASP. MATHEMATICAL PROGRAMMING COMPUTATION 2016: 271-309
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 2016: 127-156
Liuzzi G, Lucidi Stefano, Piccialli V.
Exploiting derivative-free local searches in DIRECT-type algorithms for global optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2016: 449-475
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 2016: 115-128
2015
Lampariello F., Liuzzi G.
A filling function method for unconstrained global optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2015: 713-729
Casolino G. M., Liuzzi G., Losi A.
Combined cycle unit commitment in a changing electricity market scenario. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2015: 114-123
Giampaolo Liuzzi, Lucidi Stefano, Francesco Rinaldi
Derivative-Free Methods for Mixed-Integer Constrained Optimization Problems. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015: 933-965
Angelo Ciccazzo, Vittorio Latorre, Giampaolo Liuzzi, Lucidi Stefano, Francesco Rinaldi
Derivative-Free Robust Optimization for Circuit Design. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015: 842-861
Lampariello F., Liuzzi G.
Global Optimization of Protein–peptide Docking by a Filling Function Method. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015: 1090-1108
Liuzzi Giampaolo, Lucidi Stefano, Piccialli Veronica
Global optimization of simulation based complex systems. Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications 2015: 173-202
Bianconcini T., Liuzzi G., Morini B., Sciandrone M.
On the use of iterative methods in cubic regularization for unconstrained optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2015: 35-57
Liuzzi G., Rinaldi F.
Solving ℓ0-penalized problems with simple constraints via the Frank–Wolfe reduced dimension method. OPTIMIZATION LETTERS 2015: 57-74
2014
G. Fasano, G. Liuzzi, Lucidi Stefano, F. Rinaldi
A LINESEARCH-BASED DERIVATIVE-FREE APPROACH FOR
NONSMOOTH CONSTRAINED OPTIMIZATION. SIAM JOURNAL ON OPTIMIZATION 2014: 959-992
Bertolazzi P., Guerra C., Liuzzi G.
Predicting protein-ligand and protein-peptide interfaces. THE EUROPEAN PHYSICAL JOURNAL PLUS 2014: -
2013
Giampaolo Liuzzi, Lucidi Stefano, Manno Andrea, Francesco Rinaldi
A New Algorithm for the Solution of Large-Scale Singly Linearly Constrained Problems Subject to Simple Bounds.. 59th Workshop Nonlinear Optimization: a Bridge from Theory to Applications 2013: -
2012
Di Lorenzo D., Liuzzi G., Rinaldi F., Schoen F., Sciandrone M.
A concave optimization-based approach for sparse portfolio selection. OPTIMIZATION METHODS & SOFTWARE 2012: 983-1000
Liuzzi G., Risi A.
A decomposition algorithm for unconstrained optimization problems with partial derivative information. OPTIMIZATION LETTERS 2012: 437-450
Giampaolo Liuzzi, Lucidi Stefano, Manno Andrea, Francesco Rinaldi
DI PILLO Gianni, Liuzzi Giampaolo, Lucidi Stefano
An exact augmented Lagrangian function exploiting negative curvature directions. Recent Advances in Nonlinear Optimization and Equilibrium Problems: a Tribute to Marco D'Apuzzo 2012: 117-136
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 2012: 65-70
G. Liuzzi, Lucidi Stefano, F. Rinaldi
Derivative-free methods for bound constrained mixed-integer optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2012: 505-526
Liuzzi Giampaolo, Lucidi Stefano, V. Piccialli
Partitioning techniques for global optimization. Recent Advances in Nonlinear Optimization and Equilibrium Problems: A Tribute to Marco D'Apuzzo 2012: 253-272
2011
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 2011: 175-190
DI PILLO Gianni, Giampaolo Liuzzi, Lucidi Stefano
A primal-dual algorithm for nonlinear programming exploiting negative curvature directions. NUMERICAL ALGEBRA, CONTROL AND OPTIMIZATION 2011: 509-528
DI PILLO Gianni, Liuzzi Giampaolo, Lucidi Stefano
An exact penalty-lagrangian approach for large-scale nonlinear programming. OPTIMIZATION 2011: 223-252