Stefano Lucidi

Pubblicazioni

Titolo Pubblicato in Anno
On the convergence of steepest descent methods for multiobjective optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2020
Cruise itineraries optimal scheduling OPTIMIZATION LETTERS 2020
On global minimizers of quadratic functions with cubic regularization OPTIMIZATION LETTERS 2019
Derivative free methodologies for circuit worst case analysis OPTIMIZATION LETTERS 2019
Design Optimization of Synchronous Reluctance Motor for Low Torque Ripple A View of Operations Research Applications in Italy 2019
Trust-region methods for the derivative-free optimization of nonsmooth black-box functions SIAM JOURNAL ON OPTIMIZATION 2019
A multi-objective DIRECT algorithm for ship hull optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2018
Hybrid global/local derivative-free multi-objective optimization via deterministic particle swarm with local linesearch Machine Learning, Optimization, and Big Data Third International Conference, MOD 2017 Volterra, Italy, September 14 – 17, 2017 Revised Selected Papers 2018
A new grey-box approach to solve challenging workforce planning and activities scheduling problems 16th international conference on project management and scheduling. Rome, April 17-20, 2018 2018
Data and performance of an active-set truncated Newton method with non-monotone line search for bound-constrained optimization DATA IN BRIEF 2018
A Two-Stage Active-Set Algorithm for Bound-Constrained Optimization JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2017
A derivative-free approach for a simulation-based optimization problem in healthcare OPTIMIZATION LETTERS 2016
Derivative-free global ship design optimization using global/local hybridization of the DIRECT algorithm OPTIMIZATION AND ENGINEERING 2016
A nonmonotone GRASP MATHEMATICAL PROGRAMMING COMPUTATION 2016
An application of support vector machines to sales forecasting under promotions 4OR 2016
A fast active set block coordinate descent algorithm for ℓ1-regularized least squares SIAM JOURNAL ON OPTIMIZATION 2016
Ship hydrodynamic optimization by local hybridization of deterministic derivative-free global algorithms APPLIED OCEAN RESEARCH 2016
Design optimization of switched reluctance motor for aerospace application 2015 IEEE International Electric Machines & Drives Conference (IEMDC 2015) 2016
A simulation-based multiobjective optimization approach for health care service management IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2016
A derivative-free approach to constrained multiobjective nonsmooth optimization SIAM JOURNAL ON OPTIMIZATION 2016

ERC

  • PE1_20

KET

  • Big data & computing

Interessi di ricerca

metodi di ottimizzazione non vincolata, metodi di ottimizzazione vincolata, metodi di ottimizzazione non differenziabile, metodi di ottimizzazione che non usano le derivate, metodi di ottimizzazione globale, metodi di ottimizzazione per l’addestramento di  sistemi ad apprendimento.

 

Keywords

Black-box optimization
machine learning
mathematical programming
Nonlinear optimization
Large scale optimization

Progetti di Ricerca

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