Quantum Optimization

90 papers from Europe PMC

Quantum Optimization Research Context

This Quantum Articles category organizes published quantum research papers so readers can browse focused work by topic, source, and year.

Showing 25-36 of 90

Prototype-Based Classifiers and Vector Quantization on a Quantum Computer-Implementing Integer Arithmetic Oracles for Nearest Prototype Search.

Engelsberger A, Pšeničkova M, Villmann T.

2026 Europe PMC Entropy (Basel)

QRadX-KOA: A RadImageNet Driven Quantum Transfer Learning Framework for Kellgren–Lawrence Grading of Knee Osteoarthritis

P HGV, S N.

2026 Europe PMC Europe PMC

Quantum Approximate Optimization Algorithm with Fixed Number of Parameters

Saavedra-Pino S, Quispe-Mendizabal R, Barrios GA, Solano E, Retamal JC, Albarrán-Arriagada F.

2026 Europe PMC Europe PMC

Quantum linear solvers for scientific computing: a comparison of VQLS, HHL and quantum annealing on time-fractional diffusion problems.

Shayegan AHS.

2026 Europe PMC Sci Rep

Quantum-enhanced reconfigurable in-memory stochastic computing.

Yang HZ, Dou JP, Lu F, Shang XW, Zhang CN, Zhou H, Tang H, Jin XM.

2026 Europe PMC Light Sci Appl

Quantum-Inspired Hybrid Bald Eagle-Ukari Algorithm with Reinforcement Learning for cybersecurity optimization in smart aquaculture systems: A novel bio-inspired intrusion detection and prevention framework

Said W, Elbagory M, Altihani FA, Mohamed I, El-Sharkawy M, Alnemari AM, Moghanm FS, Elbaz M.

2026 Europe PMC Aquacultural engineering.

Scalable Quantum Walk–Based Heuristics for the Minimum Vertex Cover Problem

Luiz FS, Iwakami AKF, Moraes DH, Oliveira MC.

2026 Europe PMC Europe PMC

Superior resilience to poisoning and amenability to unlearning in quantum machine learning.

Chen YQ, Zhang SX.

2026 Europe PMC Nat Commun

Theoretical Guarantees of Variational Quantum Algorithm with Guiding States

Nguyen T, Kieferová M.

2026 Europe PMC Europe PMC

TunnElQNN: A Hybrid Quantum-classical Neural Network for Efficient Learning

Abbas A.

2026 Europe PMC Europe PMC

Compatibility of Binary Qubit Measurements.

Grinko D, Uola R.

2025 Europe PMC Phys Rev Lett

Consensus-based qubit configuration optimization for variational algorithms on neutral atom quantum systems.

de Keijzer RJPT, Visser LY, Tse O, Kokkelmans SJJMF.

2025 Europe PMC npj Quantum Inf