GPU-accelerated scalable solver with bit permutated cyclic-min algorithm for quadratic unconstrained binary optimization

R Yasudo, K Nakano, Y Ito, R Katsuki, Y Tabata… - Journal of Parallel and …, 2022 - Elsevier
A wide range of combinatorial optimization problems can be reduced to the Ising model, and
equivalently the quadratic unconstrained binary optimization (QUBO) problem. Thus, in …

Quantum Computing in The Cloud-A Systematic Literature Review

AA Zhahir, SM Mohd, MI M Shuhud, B Idrus… - International journal of …, 2024 - hrcak.srce.hr
Sažetak Quantum computing was proposed to simulate processes that surpass the
capabilities of its counterpart, classical computing. Utilizing the principles of quantum …

Diverse adaptive bulk search: a framework for solving QUBO problems on multiple GPUs

K Nakano, D Takafuji, Y Ito, T Yazane… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Quadratic Unconstrained Binary Optimization (QUBO) is a combinatorial optimization to find
an optimal binary solution vector that minimizes the energy value defined by a quadratic …

ReAIM: A ReRAM-based Adaptive Ising Machine for Solving Combinatorial Optimization Problems

HW Chiang, CF Nien, HY Cheng… - 2024 ACM/IEEE 51st …, 2024 - ieeexplore.ieee.org
Recently, in light of the success of quantum computers, research teams have actively
developed quantum-inspired computers using classical computing technology. One notable …

Bandit-based Variable Fixing for Binary Optimization on GPU Parallel Computing

R Yasudo - 2023 31st Euromicro International Conference on …, 2023 - ieeexplore.ieee.org
This paper explores whether reinforcement learning is capable of enhancing metaheuristics
for the quadratic unconstrained binary optimization (QUBO), which have recently attracted …

A benchmark QUBO problem inspired by digital halftoning based on the human visual system

K Nakano, Y Ito, D Takafuji, T Yazane… - … on Computing and …, 2022 - ieeexplore.ieee.org
Quadratic Unconstrained Binary Optimization (QUBO) is a combinatorial optimization to find
an optimal binary solution vector that minimizes the energy value defined by a quadratic …