Quantum genetic algorithms for computer scientists

R Lahoz-Beltra - Computers, 2016 - mdpi.com
Genetic algorithms (GAs) are a class of evolutionary algorithms inspired by Darwinian
natural selection. They are popular heuristic optimisation methods based on simulated …

A quantum genetic algorithm with quantum crossover and mutation operations

A SaiToh, R Rahimi, M Nakahara - Quantum Information Processing, 2014 - Springer
In the context of evolutionary quantum computing in the literal meaning, a quantum
crossover operation has not been introduced so far. Here, we introduce a novel quantum …

Discovery of interesting itemsets for web service composition using hybrid genetic algorithm

S Kannimuthu, DG Chakravarthy - Neural Processing Letters, 2022 - Springer
Extraction of interesting patterns from large databases have placed great impact on many
applications for instance market basket analysis, web service mining, bio-informatics and …

Optimization of mass customization process using quantum-inspired evolutionary algorithm in industry 4.0

H Yetış, M Karaköse - 2020 IEEE International Symposium on …, 2020 - ieeexplore.ieee.org
Industry 4.0 makes the production process more flexible, which enables emerging of the
Mass Customization production model. The technologies used in Industry 4.0 make allow us …

A novel approach for service function chain embedding in cloud datacenter networks

W Qiao, Y Liu, Y Lu, X Li, J Yan… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Network function virtualization (NFV) and software defined networking (SDN) have recently
introduced together, which show great potential in openness, innovation, flexibility and …

Architecture for Quantum-in-the Loop Real-Time Simulations for Designing Resilient Smart Grids

S Chanda, M Mohanpurkar… - 2023 13th International …, 2023 - ieeexplore.ieee.org
With the power grid growing more complex every day with the inclusion of new sensors and
regulatory approvals that enable end-users and small local developers to participate in the …

Use of quantum-inspired metaheuristics during last two decades

S Karmakar, A Dey, I Saha - 2017 7th International Conference …, 2017 - ieeexplore.ieee.org
Metaheuristics are widely perceived optimization methods that provide optimal solutions to
an expansive range of computational problems. This paper provides a survey of the …

Quantum-inspired neuro coevolution model applied to coordination problems

EDM Dias, MMBR Vellasco, AVA da Cruz - Expert Systems with …, 2021 - Elsevier
In many real-world problems, some coordination between agents is necessary to enable the
task to be optimally performed. However, obtaining this coordination can be challenging due …

Quantum Meta‐Heuristics and Applications

KB Prakash - … Engineering for Next Generation Computing: A …, 2021 - Wiley Online Library
Meta‐heuristics has various optimization models which resolve various critical problems in
an optimal way. The idea of using the principle of quantum computing to solve the problems …

Performance comparison of population-based quantum-inspired evolutionary algorithms

H Yetis, M Karakose - 2019 1st international informatics and …, 2019 - ieeexplore.ieee.org
Quantum computers are seen as the next generation computing technique with the
processing power potential they have. However, currently, quantum computers are limited in …