Faster evolution and evolvability control of genetic algorithms using a Softmax Mutation method.
Y. SasakiHugo de GarisPublished in: IEEE Congress on Evolutionary Computation (2003)
Keyphrases
- genetic algorithm
- detection method
- significant improvement
- optimization method
- artificial neural networks
- cost function
- dynamic programming
- neural network
- high accuracy
- computational cost
- experimental evaluation
- evolutionary algorithm
- preprocessing
- similarity measure
- particle swarm optimization
- optimization algorithm
- clustering method
- decision trees
- metaheuristic
- fitness function
- data sets
- evolution process