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 novel quantum inspired genetic algorithm to initialize cluster centers in fuzzy C-means

F Di Martino, S Sessa - Expert Systems with Applications, 2022 - Elsevier
We propose a new quantum-inspired genetic algorithm (QGA) aimed to find the optimal
initial cluster centers of the Fuzzy C-Means (FCM). The quantum chromosomes of the …

Quantum and classical genetic algorithms for multilevel segmentation of medical images: A comparative study

I Hilali-Jaghdam, AB Ishak, S Abdel-Khalek… - Computer …, 2020 - Elsevier
In this paper, we propose a multilevel segmentation methods of medical images based on
the classical and quantum genetic algorithms. The Genetic Algorithm (GA) uses a binary …

A fault diagnosis method for building electrical systems based on the combination of variational modal decomposition and new mutual dimensionless

J Xiong, W Qian, J Cen, J Li, J Liu, L Tang - Scientific Reports, 2023 - nature.com
The fault diagnosis of building electrical systems are of great significance to the safe and
stable operation of modern intelligent buildings. In this paper, it has many problems, such as …

Quantum vs classical genetic algorithms: A numerical comparison shows faster convergence

R Ibarrondo, G Gatti, M Sanz - 2022 IEEE Symposium Series on …, 2022 - ieeexplore.ieee.org
Genetic algorithms are heuristic optimization techniques inspired by Darwinian evolution.
Quantum computation is a new computational paradigm which exploits quantum resources …

Quantum Genetic Algorithm for Highly Constrained Optimization Problems

A Sabaawi, MR Almasaoodi, S El Gaily… - … Journal: A Publication Of …, 2023 - real.mtak.hu
Quantum computing appears as an alternative solution for solving computationally
intractable problems. This paper presents a new constrained quantum genetic algorithm …

Quantum Genetic Algorithm with Individuals in Multiple Registers

R Ibarrondo, G Gatti, M Sanz - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Genetic algorithms (GAs) are heuristic optimization techniques inspired by Darwinian
evolution, which are characterized by successfully finding robust solutions for optimization …

The application of a novel grey model in the prediction of China's aging population

J Zhang, C Liu, Z Jia, X Zhang, Y Song - Soft Computing, 2023 - Springer
The dramatic increase of the aging population is a current and primary livelihood issue in
China. It is very important to accurately predict the aging population for policy-makers such …

Function optimization based on higher-order quantum genetic algorithm

VM Tkachuk, MI Kozlenko, MV Kuz… - Електронне …, 2019 - irbis-nbuv.gov.ua
Quantum genetic algorithms (QGA) are typically built using the traditional representation of
the quantum chromosome in the form of system of independent qubits. This makes it …

QGAC: quantum genetic based-clustering algorithm for WSNs

M Djamila, H Saad - 2018 14th International Wireless …, 2018 - ieeexplore.ieee.org
In this paper, we present a novel approach for clustering based on quantum genetic
computing and complex systems. The main idea is the use of Wireless Sensor Networks …