Quantum vs classical genetic algorithms: A numerical comparison shows faster convergence.
Rubén IbarrondoGiancarlo GattiMikel SanzPublished in: SSCI (2022)
Keyphrases
- faster convergence
- genetic algorithm
- quantum computation
- convergence speed
- step size
- pso algorithm
- particle swarm optimization
- global optimum
- global optimization
- differential evolution
- particle swarm optimization pso
- neural network
- simulated annealing
- quantum mechanics
- genetic programming
- information systems
- quantum probability
- artificial intelligence
- quantum genetic algorithm
- study compares
- particle swarm optimisation
- genetic search
- finite difference
- function optimization
- evolutionary algorithm
- multi objective
- image data
- metaheuristic
- optimization problems