Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space.
AkshatKumar NigamPascal FriederichMario KrennAlán Aspuru-GuzikPublished in: ICLR (2020)
Keyphrases
- neural network
- genetic algorithm
- artificial neural networks
- fuzzy logic
- pattern recognition
- genetic programming
- multi objective
- simulated annealing
- modular neural networks
- hybrid neural
- multi layer
- neural nets
- evolutionary computation
- fitness function
- space time
- low dimensional
- back propagation
- particle swarm optimization
- optimization method
- neural network model
- feed forward
- computational intelligence
- search space
- training process
- activation function
- higher dimensional
- deep learning
- population size
- search algorithm
- data sets