Graph-theoretic formulation of QUBO for scalable local search on GPUs

R Yasudo, K Nakano, Y Ito, Y Kawamata… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Heuristic solvers of the Quadratic Unconstrained Binary Optimization (QUBO) problems
have been rapidly studied because of their potentialities to solve a wide range of com …

Parallel vertex cover algorithms on gpus

P Yamout, K Barada, A Jaljuli… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Finding small vertex covers in a graph has applications in numerous domains such as
scheduling, computational biology, telecommunication networks, artificial intelligence, social …

Simple iterative trial search for the maximum independent set problem optimized for the GPUs

T Imanaga, K Nakano, R Yasudo, Y Ito… - Concurrency and …, 2023 - Wiley Online Library
An independent set of a graph is a subset of the nodes such that no two nodes in it are
adjacent. The maximum independent set (MIS) problem is an optimization problem to find a …

Accelerating Data Analytical Algorithms on GPUs

A Gaihre - 2023 - search.proquest.com
The surge in digital technologies and internet usage has resulted in an influx of data from
diverse sources. Traditional data processing methods and computing resources prove …