Stefano Lucidi

Pubblicazioni

Titolo Pubblicato in Anno
A DIRECT-type approach for derivative-free constrained global optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2016
Exploiting derivative-free local searches in DIRECT-type algorithms for global optimization COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2016
A feasible active set method with reoptimization for convex quadratic mixed-integer programming SIAM JOURNAL ON OPTIMIZATION 2016
Derivative-Free Robust Optimization for Circuit Design JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015
A Derivative-Free Algorithm for Constrained Global Optimization Based on Exact Penalty Functions JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015
Derivative-Free Methods for Mixed-Integer Constrained Optimization Problems JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015
Global optimization of simulation based complex systems Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications 2015

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

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