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s.lucidi@uniroma1.it
Stefano Lucidi
Professore Ordinario
Struttura:
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
E-mail:
s.lucidi@uniroma1.it
Pagina istituzionale corsi di laurea
Curriculum Sapienza
Publications
Title
Published on
Year
An interior point method for nonlinear constrained derivative-free optimization
OPTIMIZATION METHODS & SOFTWARE
2025
On necessary optimality conditions for sets of points in multiobjective optimization
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
2024
Worst Case Complexity Bounds for Linesearch-Type Derivative-Free Algorithms
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
2024
A two-objective optimization of ship itineraries for a cruise company
4OR
2023
A clustering heuristic to improve a derivative-free algorithm for nonsmooth optimization
OPTIMIZATION LETTERS
2023
Machine Learning-Based Classification to Disentangle EEG Responses to TMS and Auditory Input
BRAIN SCIENCES
2023
A mixed finite differences scheme for gradient approximation
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
2022
A simulation-based optimization approach for the calibration of a discrete event simulation model of an emergency department
ANNALS OF OPERATIONS RESEARCH
2022
A Derivative-Free Line-Search Algorithm for Simulation-Driven Design Optimization Using Multi-Fidelity Computations
MATHEMATICS
2022
An Augmented Lagrangian Method Exploiting an Active-Set Strategy and Second-Order Information
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
2022
Solving non-monotone equilibrium problems via a DIRECT-type approach
JOURNAL OF GLOBAL OPTIMIZATION
2022
Minimization over the l(1)-ball using an active-set non-monotone projected gradient
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
2022
Derivative-free methods for mixed-integer nonsmooth constrained optimization
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
2022
Derivative-free line-search algorithm for multi-fidelity optimization
AIAA Scitech 2021 Forum
2021
Determining the optimal piecewise constant approximation for the nonhomogeneous Poisson process rate of Emergency Department patient arrivals
FLEXIBLE SERVICES AND MANUFACTURING JOURNAL
2021
Moses: A new approach to integrate interactome topology and functional features for disease gene prediction
GENES
2021
A parameter-free unconstrained reformulation for nonsmooth problems with convex constraints
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
2021
A derivative-free optimization approach for the autotuning of a Forex trading strategy
OPTIMIZATION LETTERS
2020
An algorithmic framework based on primitive directions and nonmonotone line searches for black-box optimization problems with integer variables
MATHEMATICAL PROGRAMMING COMPUTATION
2020
Hybridization of multi-objective deterministic particle swarm with derivative-free local searches
MATHEMATICS
2020
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ERC
PE1_20
KET
Big data & computing
Interessi di ricerca
Keywords
Black-box optimization
machine learning
mathematical programming
Nonlinear optimization
Large scale optimization
Progetti di Ricerca
New computational methods for solving particular classes of complex optimization problems
New methods for solving classes of difficult nonlinear optimization problems
New algorithms for simulation based optimization
New computional methods for multiobjective and "black box" optimization problems
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