The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks.
Andrew James TurnerJulian Francis MillerPublished in: SGAI Conf. (2013)
Keyphrases
- artificial neural networks
- genetic programming
- grammatical evolution
- genetic algorithm
- symbolic regression
- fitness function
- evolutionary computation
- neural network
- back propagation
- computational intelligence
- gene expression programming
- evolutionary algorithm
- case study
- application of artificial neural networks
- relative importance
- financial forecasting
- neural network model
- evolutionary approaches
- test bed
- multilayer perceptron
- classification rules
- genetic algorithm ga
- grammar guided genetic programming
- hidden layer
- feed forward
- evolution process
- evolutionary artificial neural networks
- improved harmony search algorithm
- temporal evolution
- activation function
- multi layer perceptron
- recurrent neural networks
- soft computing
- learning algorithm