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

Authors: Nannicini, Giacomo

Source: Open Journal of Mathematical Optimization, Vol 2, Iss , Pp 1-25 (2021)

Subject Terms: Derivative-free optimization, black-box optimization, mixed-variable problems, Mathematics, QA1-939

File Description: electronic resource

Relation: https://ojmo.centre-mersenne.org/articles/10.5802/ojmo.3/; https://doaj.org/toc/2777-5860

Access URL: https://doaj.org/article/09255a0074574108b859601cbb98412e

Quantum algorithms for optimizers

Authors: Nannicini, Giacomo

Subject Terms: Quantum Physics, Computer Science - Discrete Mathematics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2408.07086

A simple lower bound for the complexity of estimating partition functions on a quantum computer

Authors: Chen, Zherui, Nannicini, Giacomo

Subject Terms: Quantum Physics, Computer Science - Computational Complexity, Computer Science - Data Structures and Algorithms, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2404.02414

Challenges and Opportunities in Quantum Optimization

Authors: Abbas, Amira, Ambainis, Andris, Augustino, Brandon, Bärtschi, Andreas, Buhrman, Harry, Coffrin, Carleton, Cortiana, Giorgio, Dunjko, Vedran, Egger, Daniel J., Elmegreen, Bruce G., Franco, Nicola, Fratini, Filippo, Fuller, Bryce, Gacon, Julien, Gonciulea, Constantin, Gribling, Sander, Gupta, Swati, Hadfield, Stuart, Heese, Raoul, Kircher, Gerhard, Kleinert, Thomas, Koch, Thorsten, Korpas, Georgios, Lenk, Steve, Marecek, Jakub, Markov, Vanio, Mazzola, Guglielmo, Mensa, Stefano, Mohseni, Naeimeh, Nannicini, Giacomo, O'Meara, Corey, Tapia, Elena Peña, Pokutta, Sebastian, Proissl, Manuel, Rebentrost, Patrick, Sahin, Emre, Symons, Benjamin C. B., Tornow, Sabine, Valls, Victor, Woerner, Stefan, Wolf-Bauwens, Mira L., Yard, Jon, Yarkoni, Sheir, Zechiel, Dirk, Zhuk, Sergiy, Zoufal, Christa

Source: Nat Rev Phys (2024)

Subject Terms: Quantum Physics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2312.02279

A quantum central path algorithm for linear optimization

Authors: Augustino, Brandon, Leng, Jiaqi, Nannicini, Giacomo, Terlaky, Tamás, Wu, Xiaodi

Subject Terms: Quantum Physics, Computer Science - Data Structures and Algorithms, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2311.03977

Simpler (Classical) and Faster (Quantum) Algorithms for Gibbs Partition Functions

Authors: Arunachalam, Srinivasan, Havlicek, Vojtech, Nannicini, Giacomo, Temme, Kristan, Wocjan, Pawel

Source: 2021 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2021 IEEE International Conference on. :112-122 Oct, 2021

Relation: 2021 IEEE International Conference on Quantum Computing and Engineering (QCE)

Solving the semidefinite relaxation of QUBOs in matrix multiplication time, and faster with a quantum computer

Authors: Augustino, Brandon, Nannicini, Giacomo, Terlaky, Tamás, Zuluaga, Luis

Subject Terms: Quantum Physics, Mathematics - Optimization and Control, 68Q1, 90C22

Access URL: http://arxiv.org/abs/2301.04237

Quantum tomography using state-preparation unitaries

Authors: van Apeldoorn, Joran, Cornelissen, Arjan, Gilyén, András, Nannicini, Giacomo

Subject Terms: Quantum Physics, Computer Science - Computational Complexity, Computer Science - Data Structures and Algorithms

Access URL: http://arxiv.org/abs/2207.08800

Quantum Interior Point Methods for Semidefinite Optimization

Authors: Augustino, Brandon, Nannicini, Giacomo, Terlaky, Tamás, Zuluaga, Luis F.

Source: Quantum 7, 1110 (2023)

Subject Terms: Quantum Physics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2112.06025

Optimal qubit assignment and routing via integer programming

Authors: Nannicini, Giacomo, Bishop, Lev S, Gunluk, Oktay, Jurcevic, Petar

Subject Terms: Quantum Physics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2106.06446

Quantum speedups for convex dynamic programming

Authors: Sutter, David, Nannicini, Giacomo, Sutter, Tobias, Woerner, Stefan

Subject Terms: Quantum Physics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2011.11654

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

Authors: Arunachalam, Srinivasan, Havlicek, Vojtech, Nannicini, Giacomo, Temme, Kristan, Wocjan, Pawel

Source: Quantum 6, 789 (2022)

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2009.11270

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

Authors: Nannicini, Giacomo

Subject Terms: Computer Science - Machine Learning, Computer Science - Discrete Mathematics, Mathematics - Optimization and Control, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2009.02183

Demonstration of quantum volume 64 on a superconducting quantum computing system

Authors: Jurcevic, Petar, Javadi-Abhari, Ali, Bishop, Lev S., Lauer, Isaac, Bogorin, Daniela F., Brink, Markus, Capelluto, Lauren, Günlük, Oktay, Itoko, Toshinari, Kanazawa, Naoki, Kandala, Abhinav, Keefe, George A., Krsulich, Kevin, Landers, William, Lewandowski, Eric P., McClure, Douglas T., Nannicini, Giacomo, Narasgond, Adinath, Nayfeh, Hasan M., Pritchett, Emily, Rothwell, Mary Beth, Srinivasan, Srikanth, Sundaresan, Neereja, Wang, Cindy, Wei, Ken X., Wood, Christopher J., Yau, Jeng-Bang, Zhang, Eric J., Dial, Oliver E., Chow, Jerry M., Gambetta, Jay M.

Source: Quantum Sci. Technol. 6 025020 (2021)

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2008.08571

Quantum Legendre-Fenchel Transform

Authors: Sutter, David, Nannicini, Giacomo, Sutter, Tobias, Woerner, Stefan

Subject Terms: Quantum Physics, Computer Science - Computational Complexity

Access URL: http://arxiv.org/abs/2006.04823

Fast quantum subroutines for the simplex method

Authors: Nannicini, Giacomo

Subject Terms: Quantum Physics, Computer Science - Discrete Mathematics

Access URL: http://arxiv.org/abs/1910.10649

Leveraging Secondary Storage to Simulate Deep 54-qubit Sycamore Circuits

Authors: Pednault, Edwin, Gunnels, John A., Nannicini, Giacomo, Horesh, Lior, Wisnieff, Robert

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/1910.09534

Improving Variational Quantum Optimization using CVaR

Authors: Barkoutsos, Panagiotis Kl., Nannicini, Giacomo, Robert, Anton, Tavernelli, Ivano, Woerner, Stefan

Source: Quantum 4, 256 (2020)

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/1907.04769

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