Differential evolution versus genetic algorithms: towards symbolic aggregate approximation of non-normalized time series.
Muhammad Marwan Muhammad FuadPublished in: IDEAS (2012)
Keyphrases
- differential evolution
- symbolic aggregate approximation
- genetic algorithm
- evolutionary algorithm
- mutation operator
- particle swarm optimization
- convergence speed
- differential evolution algorithm
- optimization algorithm
- optimization method
- evolution strategy
- multi objective optimization
- particle swarm optimization pso
- hybrid algorithm
- premature convergence
- neural network
- constrained optimization problems
- parameter optimization
- evolutionary programming
- evolutionary computation
- numerical optimization problems
- crossover operator
- symbolic representation
- fitness function
- direct search
- evolution process
- evolutionary strategy
- genetic operators
- particle swarm
- multi objective
- global optimization problems
- initial population
- simulated annealing
- real coded
- evolutionary methods
- population size
- artificial bee colony
- function optimization problems
- search space
- genetic programming
- metaheuristic
- artificial neural networks
- ant colony optimization