Giacomo Nannicini

Orcid: 0000-0002-4936-1259

According to our database1, Giacomo Nannicini authored at least 54 papers between 2007 and 2024.

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Bibliography

2024
A trust-region framework for derivative-free mixed-integer optimization.
Math. Program. Comput., September, 2024

A solution algorithm for chance-constrained problems with integer second-stage recourse decisions.
Math. Program., May, 2024

Fast Quantum Subroutines for the Simplex Method.
Oper. Res., 2024

Quantum algorithms for optimizers.
CoRR, 2024

A simple lower bound for the complexity of estimating partition functions on a quantum computer.
CoRR, 2024

2023
Quantum Interior Point Methods for Semidefinite Optimization.
Quantum, September, 2023

Special Issue: International Symposium on Mathematical Programming 2022.
Math. Program., July, 2023

Special Issue of <i>INFORMS Journal on Computing</i> - Quantum Computing and Operations Research.
INFORMS J. Comput., 2023

A quantum central path algorithm for linear optimization.
CoRR, 2023

Quantum tomography using state-preparation unitaries.
Proceedings of the 2023 ACM-SIAM Symposium on Discrete Algorithms, 2023

2022
Simpler (classical) and faster (quantum) algorithms for Gibbs partition functions.
Quantum, September, 2022

Nonlinear chance-constrained problems with applications to hydro scheduling.
Math. Program., 2022

Fully polynomial time (Σ , Π )-approximation schemes for continuous nonlinear newsvendor and continuous stochastic dynamic programs.
Math. Program., 2022

2021
On the implementation of a global optimization method for mixed-variable problems.
Open J. Math. Optim., 2021

A Benders squared (B<sup>2</sup>) framework for infinite-horizon stochastic linear programs.
Math. Program. Comput., 2021

2020
An Introduction to Quantum Computing, without the Physics.
SIAM Rev., 2020

Improving Variational Quantum Optimization using CVaR.
Quantum, 2020

Special issue forward: the 2018 Mixed Integer Programming workshop.
Math. Program. Comput., 2020

An exact algorithm for robust influence maximization.
Math. Program., 2020

Quantum Legendre-Fenchel Transform.
CoRR, 2020

2019
Toward Breaking the Curse of Dimensionality: An FPTAS for Stochastic Dynamic Programs with Multidimensional Actions and Scalar States.
SIAM J. Optim., 2019

2018
Efficient Parameter Estimation for Information Retrieval Using Black-Box Optimization.
IEEE Trans. Knowl. Data Eng., 2018

RBFOpt: an open-source library for black-box optimization with costly function evaluations.
Math. Program. Comput., 2018

Optimizing allocation in a warehouse network.
Electron. Notes Discret. Math., 2018

On the complexity of energy storage problems.
Discret. Optim., 2018

Performance of hybrid quantum/classical variational heuristics for combinatorial optimization.
CoRR, 2018

Efficient Parameter Estimation for Information Retrieval Using Black-Box Optimization (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Straggler Mitigation by Delayed Relaunch of Tasks.
SIGMETRICS Perform. Evaluation Rev., 2017

MILP models for the selection of a small set of well-distributed points.
Oper. Res. Lett., 2017

An effective algorithm for hyperparameter optimization of neural networks.
IBM J. Res. Dev., 2017

2015
A Computationally Efficient FPTAS for Convex Stochastic Dynamic Programs.
SIAM J. Optim., 2015

Advantages of surrogate models for architectural design optimization.
Artif. Intell. Eng. Des. Anal. Manuf., 2015

2014
Black-Box Optimization of Lighting Simulation in Architectural Design.
Proceedings of the Complex Systems Design & Management Asia, Designing Smart Cities: Proceedings of the First Asia, 2014

2013
On the safety of Gomory cut generators.
Math. Program. Comput., 2013

Combining Lift-and-Project and Reduce-and-Split.
INFORMS J. Comput., 2013

2012
Bidirectional <i>A</i>* search on time-dependent road networks.
Networks, 2012

Rounding-based heuristics for nonconvex MINLPs.
Math. Program. Comput., 2012

Core Routing on Dynamic Time-Dependent Road Networks.
INFORMS J. Comput., 2012

How tight is the corner relaxation? Insights gained from the stable set problem.
Discret. Optim., 2012

2011
Branching on Split Disjunctions.
Proceedings of the Combinatorial Optimization - Methods and Applications, 2011

A recipe for finding good solutions to MINLPs.
Math. Program. Comput., 2011

Practical strategies for generating rank-1 split cuts in mixed-integer linear programming.
Math. Program. Comput., 2011

Improved strategies for branching on general disjunctions.
Math. Program., 2011

A Probing Algorithm for MINLP with Failure Prediction by SVM.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011

2010
A Good Recipe for Solving MINLPs.
Proceedings of the Matheuristics - Hybridizing Metaheuristics and Mathematical Programming, 2010

Fast paths in large-scale dynamic road networks.
Comput. Optim. Appl., 2010

Point-to-point shortest paths on dynamic time-dependent road networks.
4OR, 2010

2009
Point-to-point shortest paths on dynamic time-dependent road networks.
PhD thesis, 2009

2008
Shortest paths on dynamic graphs.
Int. Trans. Oper. Res., 2008

Bidirectional A<sup>*</sup> Search for Time-Dependent Fast Paths.
Proceedings of the Experimental Algorithms, 7th International Workshop, 2008

Bidirectional Core-Based Routing in Dynamic Time-Dependent Road Networks.
Proceedings of the Algorithms and Computation, 19th International Symposium, 2008

Bidirectional <i>A</i><sup>*</sup> on Time-dependent Graphs.
Proceedings of the Seventh Cologne Twente Workshop on Graphs and Combinatorial Optimization, 2008

Fast Computation of Point-to-Point Paths on Time-Dependent Road Networks.
Proceedings of the Combinatorial Optimization and Applications, 2008

2007
Fast point-to-point shortest path queries on dynamic road networks with interfal data.
Proceedings of the Sixth Cologne Twente Workshop on Graphs and Combinatorial Optimization, 2007


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