Giovanni Giallombardo

According to our database, Giovanni Giallombardo authored at least 21 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dual formulation of the sparsity constrained optimization problem: application to classification.

Manlio Gaudioso, Giovanni Giallombardo, Jean-Baptiste Hiriart-Urruty

Optim. Methods Softw., 2024

The Descent-Ascent Algorithm for DC Programming.

Pietro D'Alessandro, Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

INFORMS J. Comput., 2024

2023

Sparse optimization via vector k-norm and DC programming with an application to feature selection for support vector machines.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

Comput. Optim. Appl., November, 2023

2022

Profit maximization via capacity control for distribution logistics problems.

Giovanni Giallombardo, Francesca Guerriero, Giovanna Miglionico

Comput. Ind. Eng., 2022

2021

A Multiple Instance Learning Approach for the Automatic Classification of Skin Lesions (Discussion Paper).

Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

2020

Classification in the multiple instance learning framework via spherical separation.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Eugenio Vocaturo

Soft Comput., 2020

Essentials of numerical nonsmooth optimization.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

4OR, 2020

DC-SMIL: a multiple instance learning solution via spherical separation for automated detection of displastyc nevi.

Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico

Proceedings of the IDEAS 2020: 24th International Database Engineering & Applications Symposium, 2020

2019

SVM-Based Multiple Instance Classification via DC Optimization.

Annabella Astorino, Antonio Fuduli, Giovanni Giallombardo, Giovanna Miglionico

Algorithms, 2019

2018

A savings-based model for two-shipper cooperative routing.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

Optim. Lett., 2018

Minimizing Piecewise-Concave Functions Over Polyhedra.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

Math. Oper. Res., 2018

Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Adil M. Bagirov

J. Glob. Optim., 2018

Numerical infinitesimals in a variable metric method for convex nonsmooth optimization.

Manlio Gaudioso, Giovanni Giallombardo, Marat S. Mukhametzhanov

Appl. Math. Comput., 2018

2016

New Formulations for the Conflict Resolution Problem in the Scheduling of Television Commercials.

Giovanni Giallombardo, Houyuan Jiang, Giovanna Miglionico

Oper. Res., 2016

2015

Optimal Replenishment Order Placement in a Finite Time Horizon.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

J. Optim. Theory Appl., 2015

A partially inexact bundle method for convex semi-infinite minmax problems.

Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

Commun. Nonlinear Sci. Numer. Simul., 2015

2009

On solving the Lagrangian dual of integer programs via an incremental approach.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

Comput. Optim. Appl., 2009

2008

Multiplier convergence in trust-region methods with application to convergence of decomposition methods for MPECs.

Giovanni Giallombardo, Daniel Ralph

Math. Program., 2008

2006

An Incremental Method for Solving Convex Finite Min-Max Problems.

Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico

Math. Oper. Res., 2006

2004

Minimizing Nonconvex Nonsmooth Functions via Cutting Planes and Proximity Control.

Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo

SIAM J. Optim., 2004

A DC piecewise affine model and a bundling technique in nonconvex nonsmooth minimization.

Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo

Optim. Methods Softw., 2004