Physics-inspired optimization for quadratic unconstrained problems using a digital annealer

M Aramon, G Rosenberg, E Valiante, T Miyazawa… - Frontiers in …, 2019 - frontiersin.org
The Fujitsu Digital Annealer is designed to solve fully connected quadratic unconstrained
binary optimization (QUBO) problems. It is implemented on application-specific CMOS …

Quantum-informed recursive optimization algorithms

JR Finžgar, A Kerschbaumer, MJA Schuetz, CB Mendl… - PRX Quantum, 2024 - APS
We propose and implement a family of quantum-informed recursive optimization (QIRO)
algorithms for combinatorial optimization problems. Our approach leverages quantum …

A hybrid approach for solving optimization problems on small quantum computers

R Shaydulin, H Ushijima-Mwesigwa, CFA Negre… - Computer, 2019 - ieeexplore.ieee.org
Solving larger-sized problems is an important area of research in quantum computing.
Designing hybrid quantumclassical algorithms is a promising approach to solving this. We …

Multiblock ADMM heuristics for mixed-binary optimization on classical and quantum computers

C Gambella, A Simonetto - IEEE Transactions on Quantum …, 2020 - ieeexplore.ieee.org
Solving combinatorial optimization problems on current noisy quantum devices is currently
being advocated for (and restricted to) binary polynomial optimization with equality …

Performance of domain-wall encoding for quantum annealing

J Chen, T Stollenwerk… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we experimentally test the performance of the recently proposed domain-wall
encoding of discrete variables Chancellor, 2019, on Ising model flux qubit quantum …

Network community detection on small quantum computers

R Shaydulin, H Ushijima‐Mwesigwa… - Advanced Quantum …, 2019 - Wiley Online Library
In recent years, a number of quantum computing devices with small numbers of qubits have
become available. A hybrid quantum local search (QLS) approach that combines a classical …

Temperature scaling law for quantum annealing optimizers

T Albash, V Martin-Mayor, I Hen - Physical review letters, 2017 - APS
Physical implementations of quantum annealing unavoidably operate at finite temperatures.
We point to a fundamental limitation of fixed finite temperature quantum annealers that …

Engineering reflective metasurfaces with Ising Hamiltonian and quantum annealing

C Ross, G Gradoni, QJ Lim… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
We present a novel and flexible method to optimize the phase response of reflective
metasurfaces (MSs) toward the desired scattering profile. The scattering power is expressed …

Readiness of quantum optimization machines for industrial applications

A Perdomo-Ortiz, A Feldman, A Ozaeta, SV Isakov… - Physical Review …, 2019 - APS
There have been multiple attempts to demonstrate that quantum annealing and, in
particular, quantum annealing on quantum-annealing machines, has the potential to …

Greedy parameter optimization for diabatic quantum annealing

T Kadowaki, H Nishimori - Philosophical Transactions of …, 2023 - royalsocietypublishing.org
A shorter processing time is desirable for quantum computation to minimize the effects of
noise. We propose a simple procedure to variationally determine a set of parameters in the …