Empirical Study: Initial Population Diversity and Genetic Algorithm Performance.
Pedro A. Diaz-GomezDean F. HougenPublished in: Artificial Intelligence and Pattern Recognition (2007)
Keyphrases
- empirical studies
- initial population
- genetic algorithm
- fitness function
- mutation operator
- genetic algorithm ga
- premature convergence
- evolutionary algorithm
- differential evolution
- differential evolution algorithm
- hybrid algorithm
- genetic operators
- population size
- crossover and mutation
- opposition based learning
- population diversity
- optimization method
- artificial neural networks
- empirical analysis
- metaheuristic
- particle swarm
- neural network
- learning algorithm
- multi objective evolutionary algorithms
- multi objective
- simulated annealing
- genetic programming
- tabu search
- crossover operator
- evolutionary computation
- fuzzy measures
- computational intelligence
- particle swarm optimization
- nsga ii
- convergence speed
- optimization algorithm