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Performance of hybrid quantum-classical variational heuristics for combinatorial optimization

Physical review. E, 2019-01, Vol.99 (1-1), p.013304-013304, Article 013304

Nannicini, Giacomo

2019

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

Mathematical programming, 2022-09, Vol.195 (1-2), p.183-242

2022

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Improving Variational Quantum Optimization using CVaR

Quantum (Vienna, Austria), 2020-04, Vol.4, p.256, Article 256

2020

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A solution algorithm for chance-constrained problems with integer second-stage recourse decisions

Mathematical programming, 2024-05, Vol.205 (1-2), p.269-301

2024

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Nonlinear chance-constrained problems with applications to hydro scheduling

Mathematical programming, 2022, Vol.191 (1), p.405-444

2022

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Fast Quantum Subroutines for the Simplex Method

Operations research, 2024-03, Vol.72 (2), p.763-780

Nannicini, Giacomo

2024

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Special issue forward: the 2018 Mixed Integer Programming workshop

Mathematical programming computation, 2020-06, Vol.12 (2), p.131-131

2020

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Demonstration of quantum volume 64 on a superconducting quantum computing system

Quantum science and technology, 2021-04, Vol.6 (2), p.25020

2021

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An exact algorithm for robust influence maximization

Mathematical programming, 2020-09, Vol.183 (1-2), p.419-453

2020

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Special Issue: International Symposium on Mathematical Programming 2022

Mathematical programming, 2023-07, Vol.200 (2), p.629-631

2023

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Evolutionary design of interfacial phase change van der Waals heterostructures

Nanoscale, 2016-11, Vol.8 (42), p.18212-18220

2016

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A Benders squared (B2) framework for infinite-horizon stochastic linear programs

Mathematical programming computation, 2021-12, Vol.13 (4), p.645-681

2021

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An Introduction to Quantum Computing, without the Physics

SIAM review, 2020, Vol.62 (4), p.936-981

Nannicini, Giacomo

2020

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Quantum Interior Point Methods for Semidefinite Optimization

Quantum (Vienna, Austria), 2023-09, Vol.7, p.1110, Article 1110

2023

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Simpler (classical) and faster (quantum) algorithms for Gibbs partition functions

Quantum (Vienna, Austria), 2022-09, Vol.6, p.789, Article 789

2022

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RBFOpt: an open-source library for black-box optimization with costly function evaluations

Mathematical programming computation, 2018-12, Vol.10 (4), p.597-629

2018

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Bidirectional Core-Based Routing in Dynamic Time-Dependent Road Networks

Algorithms and Computation, p.812-823

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On the implementation of a global optimization method for mixed-variable problems

Open Journal of Mathematical Optimization, 2021-02, Vol.2, p.1-25, Article 1

Nannicini, Giacomo

2021

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Toward Breaking the Curse of Dimensionality: An FPTAS for Stochastic Dynamic Programs with Multidimensional Actions and Scalar States

SIAM journal on optimization, 2019-01, Vol.29 (2), p.1131-1163

2019

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Bidirectional A ∗ Search for Time-Dependent Fast Paths

Experimental Algorithms, p.334-346

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Fast Quantum Subroutines for the Simplex Method

Integer Programming and Combinatorial Optimization, 2021, Vol.12707, p.311-325

2021

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Core Routing on Dynamic Time-Dependent Road Networks

INFORMS journal on computing, 2012-03, Vol.24 (2), p.187-201

2012

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Special Issue of INFORMS Journal on Computing—Quantum Computing and Operations Research

INFORMS journal on computing, 2023-05, Vol.35 (3), p.521-522

2023

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A trust-region framework for derivative-free mixed-integer optimization

Mathematical programming computation, 2024-09, Vol.16 (3), p.369-422

2024

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On the complexity of energy storage problems

Discrete optimization, 2018-05, Vol.28, p.31-53

2018

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Performance of hybrid quantum-classical variational heuristics for combinatorial optimization

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

Improving Variational Quantum Optimization using CVaR

A solution algorithm for chance-constrained problems with integer second-stage recourse decisions

Nonlinear chance-constrained problems with applications to hydro scheduling

Fast Quantum Subroutines for the Simplex Method

Special issue forward: the 2018 Mixed Integer Programming workshop

Demonstration of quantum volume 64 on a superconducting quantum computing system

An exact algorithm for robust influence maximization

Special Issue: International Symposium on Mathematical Programming 2022

Evolutionary design of interfacial phase change van der Waals heterostructures

A Benders squared (B2) framework for infinite-horizon stochastic linear programs

An Introduction to Quantum Computing, without the Physics

Quantum Interior Point Methods for Semidefinite Optimization

Simpler (classical) and faster (quantum) algorithms for Gibbs partition functions

RBFOpt: an open-source library for black-box optimization with costly function evaluations

Bidirectional Core-Based Routing in Dynamic Time-Dependent Road Networks

On the implementation of a global optimization method for mixed-variable problems

Toward Breaking the Curse of Dimensionality: An FPTAS for Stochastic Dynamic Programs with Multidimensional Actions and Scalar States

Bidirectional A ∗ Search for Time-Dependent Fast Paths

Fast Quantum Subroutines for the Simplex Method

Core Routing on Dynamic Time-Dependent Road Networks

Special Issue of INFORMS Journal on Computing—Quantum Computing and Operations Research

A trust-region framework for derivative-free mixed-integer optimization

On the complexity of energy storage problems

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