RDE-OP: A Region-Based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-layer Neural Networks.
Seyed Jalaleddin MousaviradGerald SchaeferIakov KorovinDiego OlivaPublished in: EvoApplications (2021)
Keyphrases
- multi layer
- differential evolution algorithm
- opposition based learning
- initial population
- differential evolution
- neural network
- learning process
- evolutionary algorithm
- neural nets
- particle swarm optimization
- control parameters
- convergence speed
- genetic algorithm
- mutation operator
- optimization algorithm
- particle swarm optimization pso
- optimization method
- pso algorithm
- multi objective optimization
- optimization model
- multi objective genetic algorithm
- reinforcement learning
- premature convergence
- artificial neural networks
- fuzzy systems
- machine learning
- learning algorithm
- optimization problems
- feed forward
- back propagation
- evolutionary computation
- search space
- crossover operator
- fuzzy logic
- rough sets
- combinatorial optimization
- genetic algorithm ga