Quantum Neural Networks Learning Algorithm Based on a Global Search.
Fernando Maciano de Paula NetoTeresa Bernarda LudermirWilson Rosa de OliveiraPublished in: BRACIS (2019)
Keyphrases
- global search
- neural network
- learning algorithm
- genetic algorithm
- back propagation
- convergence speed
- global optimization
- search algorithm
- simulated annealing
- particle swarm optimization
- quantum evolutionary algorithm
- particle swarm optimization algorithm
- premature convergence
- learning rate
- artificial neural networks
- machine learning algorithms
- learning rules
- training data
- training algorithm
- evolution strategy
- machine learning
- global optima
- search space
- pattern recognition
- nonlinear optimization
- quantum behaved particle swarm optimization
- neural network structure
- learning scheme
- fuzzy logic
- active learning
- learning tasks
- quantum inspired
- evolutionary programming
- quantum computing
- convergence rate
- exhaustive search
- hidden layer
- multilayer perceptron
- rbf network
- inertia weight
- probability ranking principle
- learning process
- evolutionary algorithm
- binary pso
- reinforcement learning
- quantum computation
- computational complexity
- multi objective
- supervised learning
- particle swarm optimisation
- tabu search
- fitness function
- neural network model