Population Diversity in Permutation-Based Genetic Algorithm.
Kenny Qili ZhuZiwei LiuPublished in: ECML (2004)
Keyphrases
- population diversity
- genetic algorithm
- evolutionary algorithm
- roulette wheel selection
- crossover operator
- mutation operator
- particle swarm optimization
- genetic algorithm ga
- evolutionary strategy
- convergence speed
- fitness function
- premature convergence
- search capabilities
- search efficiency
- differential evolution
- solution quality
- multi objective
- evolutionary computation
- simulated annealing
- genetic operators
- multi objective optimization
- hybrid algorithm
- optimization problems
- fuzzy logic
- memetic algorithm
- accelerate the convergence speed
- global search
- traveling salesman problem
- crossover and mutation
- selection operator
- particle swarm optimization algorithm
- particle swarm
- global optimization
- artificial neural networks
- evolution strategy
- artificial immune system
- pso algorithm
- metaheuristic
- optimal parameters
- nsga ii
- step size
- evolutionary process
- convergence rate
- particle swarm optimisation
- ant colony optimization
- fitness values