Quantum annealing for industry applications: Introduction and review

S Yarkoni, E Raponi, T Bäck… - Reports on Progress in …, 2022 - iopscience.iop.org
Quantum annealing (QA) is a heuristic quantum optimization algorithm that can be used to
solve combinatorial optimization problems. In recent years, advances in quantum …

Quantum annealing: An overview

A Rajak, S Suzuki, A Dutta… - … Transactions of the …, 2023 - royalsocietypublishing.org
In this review, after providing the basic physical concept behind quantum annealing (or
adiabatic quantum computation), we present an overview of some recent theoretical as well …

Quantum volume in practice: What users can expect from nisq devices

E Pelofske, A Bärtschi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Quantum volume (QV) has become the de-facto standard benchmark to quantify the
capability of noisy intermediate-scale quantum (NISQ) devices. While QV values are often …

Programmable quantum simulations of spin systems with trapped ions

C Monroe, WC Campbell, LM Duan, ZX Gong… - Reviews of Modern …, 2021 - APS
Laser-cooled and trapped atomic ions form an ideal standard for the simulation of interacting
quantum spin models. Effective spins are represented by appropriate internal energy levels …

Experimental signature of programmable quantum annealing

S Boixo, T Albash, FM Spedalieri, N Chancellor… - Nature …, 2013 - nature.com
Quantum annealing is a general strategy for solving difficult optimization problems with the
aid of quantum adiabatic evolution. Both analytical and numerical evidence suggests that …

Quantum annealing vs. QAOA: 127 qubit higher-order ising problems on NISQ computers

E Pelofske, A Bärtschi, S Eidenbenz - International Conference on High …, 2023 - Springer
Quantum annealing (QA) and Quantum Alternating Operator Ansatz (QAOA) are both
heuristic quantum algorithms intended for sampling optimal solutions of combinatorial …

Quantum optimization of fully connected spin glasses

D Venturelli, S Mandrà, S Knysh, B O'Gorman… - Physical Review X, 2015 - APS
Many NP-hard problems can be seen as the task of finding a ground state of a disordered
highly connected Ising spin glass. If solutions are sought by means of quantum annealing, it …

Efficient partition of integer optimization problems with one-hot encoding

S Okada, M Ohzeki, S Taguchi - Scientific reports, 2019 - nature.com
Quantum annealing is a heuristic algorithm for solving combinatorial optimization problems,
and hardware for implementing this algorithm has been developed by D-Wave Systems Inc …

Quantum optimization: Potential, challenges, and the path forward

A Abbas, A Ambainis, B Augustino, A Bärtschi… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent advances in quantum computers are demonstrating the ability to solve problems at a
scale beyond brute force classical simulation. As such, a widespread interest in quantum …

Variational neural annealing

M Hibat-Allah, EM Inack, R Wiersema… - Nature Machine …, 2021 - nature.com
Many important challenges in science and technology can be cast as optimization problems.
When viewed in a statistical physics framework, these can be tackled by simulated …