Manlio Gaudioso

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 39

Top Topics

Lagrangian Relaxation

Multiple Instance

Top Venues

J. Glob. Optim.

Publications

Manlio Gaudioso, Giampaolo Liuzzi, Stefano Lucidi
A clustering heuristic to improve a derivative-free algorithm for nonsmooth optimization. Optim. Lett. 18 (1) (2024)
Pietro D'Alessandro, Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
The Descent-Ascent Algorithm for DC Programming. INFORMS J. Comput. 36 (2) (2024)
Francesco Carrabs, Manlio Gaudioso, Giovanna Miglionico
A two-point heuristic to calculate the stepsize in subgradient method with application to a network design problem. EURO J. Comput. Optim. 12 (2024)
Manlio Gaudioso, Giovanni Giallombardo, Jean-Baptiste Hiriart-Urruty
Dual formulation of the sparsity constrained optimization problem: application to classification. Optim. Methods Softw. 39 (1) (2024)
Behzad Pirouz, Manlio Gaudioso
New mixed integer fractional programming problem and some multi-objective models for sparse optimization. Soft Comput. 27 (21) (2023)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Sparse optimization via vector k-norm and DC programming with an application to feature selection for support vector machines. Comput. Optim. Appl. 86 (2) (2023)
Manlio Gaudioso, Sona Taheri, Adil M. Bagirov, Napsu Karmitsa
Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems. Algorithms 16 (8) (2023)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Essentials of numerical nonsmooth optimization. Ann. Oper. Res. 314 (1) (2022)
Manlio Gaudioso, Jean-Baptiste Hiriart-Urruty
Deforming $||.||_{1}$ into $||.||_{\infty}$ via Polyhedral Norms: A Pedestrian Approach. SIAM Rev. 64 (3) (2022)
Antonio Fuduli, Manlio Gaudioso, Walaa Khalaf, Eugenio Vocaturo
A heuristic approach for multiple instance learning by linear separation. Soft Comput. 26 (7) (2022)
Francesco Carrabs, Manlio Gaudioso
A Lagrangian approach for the minimum spanning tree problem with conflicting edge pairs. Networks 78 (1) (2021)
Massimo Di Francesco, Manlio Gaudioso, Enrico Gorgone, Ishwar Murthy
A new extended formulation with valid inequalities for the Capacitated Concentrator Location Problem. Eur. J. Oper. Res. 289 (3) (2021)
Annabella Astorino, Massimo Di Francesco, Manlio Gaudioso, Enrico Gorgone, Benedetto Manca
Polyhedral separation via difference of convex (DC) programming. Soft Comput. 25 (19) (2021)
Annabella Astorino, Manlio Gaudioso, Giovanna Miglionico
A Lagrangean relaxation approach to lifetime maximization of directional sensor networks. Networks 78 (1) (2021)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Eugenio Vocaturo
Classification in the multiple instance learning framework via spherical separation. Soft Comput. 24 (7) (2020)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Essentials of numerical nonsmooth optimization. 4OR 18 (1) (2020)
Manlio Gaudioso, Enrico Gorgone, Jean-Baptiste Hiriart-Urruty
Feature selection in SVM via polyhedral k-norm. Optim. Lett. 14 (1) (2020)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
Multiple Instance Learning Algorithm for Medical Image Classification. SEBD (2019)
Massimo Di Francesco, Manlio Gaudioso, Enrico Gorgone, Paola Zuddas
The forwarder planning problem in a two-echelon network. Networks 74 (4) (2019)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Napsu Karmitsa, Manlio Gaudioso, Kaisa Joki
Diagonal bundle method with convex and concave updates for large-scale nonconvex and nonsmooth optimization. Optim. Methods Softw. 34 (2) (2019)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Minimizing Piecewise-Concave Functions Over Polyhedra. Math. Oper. Res. 43 (2) (2018)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Adil M. Bagirov
Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations. J. Glob. Optim. 71 (1) (2018)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
A Multiple Instance Learning Algorithm for Color Images Classification. IDEAS (2018)
Manlio Gaudioso, Giovanni Giallombardo, Marat S. Mukhametzhanov
Numerical infinitesimals in a variable metric method for convex nonsmooth optimization. Appl. Math. Comput. 318 (2018)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
A savings-based model for two-shipper cooperative routing. Optim. Lett. 12 (8) (2018)
Luigi Di Puglia Pugliese, Manlio Gaudioso, Francesca Guerriero, Giovanna Miglionico
A Lagrangean-based decomposition approach for the link constrained Steiner tree problem. Optim. Methods Softw. 33 (3) (2018)
Antonino Chiarello, Manlio Gaudioso, Marcello Sammarra
Truck synchronization at single door cross-docking terminals. OR Spectr. 40 (2) (2018)
Manlio Gaudioso, Enrico Gorgone, Martine Labbé, Antonio M. Rodríguez-Chía
Lagrangian relaxation for SVM feature selection. Comput. Oper. Res. 87 (2017)
Francesco Carrabs, Carmine Cerrone, Raffaele Cerulli, Manlio Gaudioso
A novel discretization scheme for the close enough traveling salesman problem. Comput. Oper. Res. 78 (2017)
Walaa Khalaf, Annabella Astorino, Pietro D'Alessandro, Manlio Gaudioso
A DC optimization-based clustering technique for edge detection. Optim. Lett. 11 (3) (2017)
Annabella Astorino, Manlio Gaudioso, Enrico Gorgone
A method for convex minimization based on translated first-order approximations. Numer. Algorithms 76 (3) (2017)
Annabella Astorino, Antonino Chiarello, Manlio Gaudioso, Antonio Piccolo
Malicious URL detection via spherical classification. Neural Comput. Appl. 28 (S-1) (2017)
Manlio Gaudioso, Tatyana V. Gruzdeva, Alexander S. Strekalovsky
On numerical solving the spherical separability problem. J. Glob. Optim. 66 (1) (2016)
Annabella Astorino, Manlio Gaudioso, Alberto Seeger
Central axes and peripheral points in high dimensional directional datasets. Comput. Optim. Appl. 65 (2) (2016)
Luigi Di Puglia Pugliese, Manlio Gaudioso, Francesca Guerriero, Giovanna Miglionico
An Algorithm to Find the Link Constrained Steiner Tree in Undirected Graphs. ICMS (2016)
Carmine Cerrone, Raffaele Cerulli, Manlio Gaudioso
OMEGA one multi ethnic genetic approach. Optim. Lett. 10 (2) (2016)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
A partially inexact bundle method for convex semi-infinite minmax problems. Commun. Nonlinear Sci. Numer. Simul. 21 (1-3) (2015)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Optimal Replenishment Order Placement in a Finite Time Horizon. J. Optim. Theory Appl. 164 (3) (2015)
Annabella Astorino, Manlio Gaudioso, Alberto Seeger
An illumination problem: optimal apex and optimal orientation for a cone of light. J. Glob. Optim. 58 (4) (2014)
Manlio Gaudioso, Vasily N. Malozemov, Yaroslav D. Sergeyev
Vladimir Fedorovich Demyanov (18.08.1938-18.04.2014). J. Glob. Optim. 60 (3) (2014)
Annabella Astorino, Manlio Gaudioso, Walaa Khalaf
Edge detection by spherical separation. Comput. Manag. Sci. 11 (4) (2014)
Francesco Carrabs, Raffaele Cerulli, Manlio Gaudioso, Monica Gentili
Lower and upper bounds for the spanning tree with minimum branch vertices. Comput. Optim. Appl. 56 (2) (2013)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
Margin maximization in spherical separation. Comput. Optim. Appl. 53 (2) (2012)
Annabella Astorino, Antonio Frangioni, Manlio Gaudioso, Enrico Gorgone
Piecewise-quadratic Approximations in Convex Numerical Optimization. SIAM J. Optim. 21 (4) (2011)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
DC models for spherical separation. J. Glob. Optim. 48 (4) (2010)
Manlio Gaudioso, Enrico Gorgone
Gradient set splitting in nonconvex nonsmooth numerical optimization. Optim. Methods Softw. 25 (1) (2010)
Masao Fukushima, Manlio Gaudioso, Franco Giannessi, Diethard Pallaschke
Foreword. Optim. Methods Softw. 25 (1) (2010)
Walaa Khalaf, Calogero Pace, Manlio Gaudioso
Least Square Regression Method for Estimating Gas Concentration in an Electronic Nose System. Sensors 9 (3) (2009)
Annabella Astorino, Manlio Gaudioso
A fixed-center spherical separation algorithm with kernel transformations for classification problems. Comput. Manag. Sci. 6 (3) (2009)
Manlio Gaudioso, Enrico Gorgone, Maria Flavia Monaco
Piecewise linear approximations in nonconvex nonsmooth optimization. Numerische Mathematik 113 (1) (2009)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
On solving the Lagrangian dual of integer programs via an incremental approach. Comput. Optim. Appl. 44 (1) (2009)
Manlio Gaudioso, Walaa Khalaf, Calogero Pace
On the Use of the SVM Approach in Analyzing an Electronic Nose. HIS (2007)
Jean-François Cordeau, Manlio Gaudioso, Gilbert Laporte, Luigi Moccia
The service allocation problem at the Gioia Tauro Maritime Terminal. Eur. J. Oper. Res. 176 (2) (2007)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
An Incremental Method for Solving Convex Finite Min-Max Problems. Math. Oper. Res. 31 (1) (2006)
Jean-François Cordeau, Manlio Gaudioso, Gilbert Laporte, Luigi Moccia
A Memetic Heuristic for the Generalized Quadratic Assignment Problem. INFORMS J. Comput. 18 (4) (2006)
Annabella Astorino, Manlio Gaudioso
Ellipsoidal separation for classification problems. Optim. Methods Softw. 20 (2-3) (2005)
Vladimir F. Demyanov, Manlio Gaudioso
Preface. Optim. Methods Softw. 20 (2-3) (2005)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo
A DC piecewise affine model and a bundling technique in nonconvex nonsmooth minimization. Optim. Methods Softw. 19 (1) (2004)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo
Minimizing Nonconvex Nonsmooth Functions via Cutting Planes and Proximity Control. SIAM J. Optim. 14 (3) (2004)
Renato De Leone, Manlio Gaudioso, Maria Flavia Monaco
Nonsmooth optimization methods for parallel decomposition of multicommodity flow problems. Ann. Oper. Res. 44 (3) (1993)
Manlio Gaudioso, Giuseppe Paletta
A Heuristic for the Periodic Vehicle Routing Problem. Transp. Sci. 26 (2) (1992)
Raffaele Cerulli, Manlio Gaudioso, R. Mautone
A class of manpower scheduling problems. ZOR Methods Model. Oper. Res. 36 (1) (1992)
Manlio Gaudioso, Pasquale Legato
Linear programming models for load balancing. Comput. Oper. Res. 18 (1) (1991)
Raffaele Cerulli, Manlio Gaudioso
Mean-variance approach to the management of cyclic deliveries. Comput. Oper. Res. 15 (6) (1988)
Renato De Leone, Manlio Gaudioso, Luigi Grippo
Stopping criteria for linesearch methods without derivatives. Math. Program. 30 (3) (1984)
Witold Staniszkis, Pasquale Rullo, Manlio Gaudioso, Salvatore Orlando
Probabilistic Appraoch to Evaluation of Data Manipulation Algorithms in a CODASYL Data Base Environment. ICOD (1983)
Manlio Gaudioso, Maria Flavia Monaco
A bundle type approach to the unconstrained minimization of convex nonsmooth functions. Math. Program. 23 (1) (1982)