Quantum computing in telecommunication—a survey

F Phillipson - Mathematics, 2023 - mdpi.com
Quantum computing, an emerging paradigm based on the principles of quantum mechanics,
has the potential to revolutionise various industries, including Telecommunications. This …

Efficient algorithm for binary quadratic problem by column generation and quantum annealing

S Hirama, M Ohzeki - Journal of the Physical Society of Japan, 2023 - journals.jps.jp
We propose an efficient algorithm that combines column generation and quantum annealing
to solve binary quadratic problems. Binary quadratic problems are difficult to solve because …

Mixed-integer linear programming solver using Benders decomposition assisted by a neutral-atom quantum processor

MY Naghmouchi, WS Coelho - Physical Review A, 2024 - APS
This paper presents a hybrid classical-quantum approach to solve mixed-integer linear
programming (MILP) using neutral-atom quantum computations. We apply Benders …

Efficient MILP Decomposition in Quantum Computing for ReLU Network Robustness

N Franco, T Wollschläger, B Poggel… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Emerging quantum computing technologies, such as Noisy Intermediate-Scale Quantum
(NISQ) devices, offer potential advancements in solving mathematical optimization …

Annealing-Assisted Column Generation for Inequality-Constrained Combinatorial Optimization Problems

H Kanai, M Yamashita, K Tanahashi… - arXiv preprint arXiv …, 2024 - arxiv.org
Ising machines are expected to solve combinatorial optimization problems faster than the
existing integer programming solvers. These problems, particularly those encountered in …

Graph Algorithms with Neutral Atom Quantum Processors

C Dalyac, L Leclerc, L Vignoli, M Djellabi… - arXiv preprint arXiv …, 2024 - arxiv.org
Neutral atom technology has steadily demonstrated significant theoretical and experimental
advancements, positioning itself as a front-runner platform for running quantum algorithms …

Improved Sparse Ising Optimization

KM Zick - arXiv preprint arXiv:2311.09275, 2023 - arxiv.org
Sparse Ising problems can be found in application areas such as logistics, condensed
matter physics and training of deep Boltzmann networks, but can be very difficult to tackle …

Analog Counterdiabatic Quantum Computing

Q Zhang, NN Hegade, AG Cadavid… - arXiv preprint arXiv …, 2024 - arxiv.org
We propose analog counterdiabatic quantum computing (ACQC) to tackle combinatorial
optimization problems on neutral-atom quantum processors. While these devices allow for …

A Closer Look at the Opportunities for Analogue Quantum Computing in Future Upstream HPC Applications

M Dukalski, M Möller - EAGE Seventh High Performance Computing …, 2023 - earthdoc.org
In this work we closely examine the overlap between (1) the computationally challenging
problems in geophysical applications in the upstream business and (2) the capabilities of …

[PDF][PDF] Las Matemáticas en la era de la Computación Cuántica: nuevas fronteras

FAF Tojo, FJF Fernández, FJP Brage - cesga.es
Este informe tiene por objetivo principal ofrecer a los profesionales de las matemáticas tanto
un punto de entrada al mundo de la computación cuántica como un resumen del estado del …