Reducing execution time on genetic algorithm in real-world applications using fitness prediction: parameter optimization of SRM control.
Atsuko MutohTsuyoshi NakamuraShohei KatoHidenori ItohPublished in: IEEE Congress on Evolutionary Computation (2003)
Keyphrases
- prior information
- parameter optimization
- genetic algorithm
- genetic algorithm ga
- fitness function
- differential evolution
- prior knowledge
- evolutionary algorithm
- crossover and mutation
- control system
- simulated annealing
- neural network
- fuzzy logic
- multi objective
- parameter estimation
- control method
- population size
- genetic programming
- pid controller
- mutation operator
- artificial neural networks
- data sets
- crossover operator
- optimization algorithm
- particle swarm optimization
- particle swarm optimization pso