Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm.
Kenny Qili ZhuZiwei LiuPublished in: GECCO (2) (2004)
Keyphrases
- empirical studies
- population diversity
- genetic algorithm
- evolutionary algorithm
- roulette wheel selection
- crossover operator
- particle swarm optimization
- mutation operator
- evolutionary strategy
- genetic algorithm ga
- convergence speed
- fitness function
- search capabilities
- search efficiency
- solution quality
- premature convergence
- multi objective
- empirical analysis
- differential evolution
- real world data sets
- genetic operators
- simulated annealing
- evolutionary computation
- selection operator
- multi objective optimization
- global search
- artificial neural networks
- metaheuristic
- fitness values
- optimization problems
- genetic programming
- hybrid algorithm
- convergence rate
- uci datasets
- ant colony optimization
- neural network
- crossover and mutation
- evolutionary computing
- optimization method
- particle swarm optimization pso
- pso algorithm
- fuzzy logic
- constrained optimization
- swarm intelligence
- benchmark problems