Reasons for premature convergence of self-adapting mutation rates.
Matthew R. GlickmanKatia P. SycaraPublished in: CEC (2000)
Keyphrases
- premature convergence
- genetic algorithm ga
- differential evolution
- mutation operator
- particle swarm
- global search
- hybrid algorithm
- convergence speed
- solution space
- convergence rate
- pso algorithm
- evolutionary algorithm
- global optima
- simulated annealing algorithm
- evolutionary programming
- search capabilities
- adaptive mutation
- population diversity
- particle swarm optimization
- crossover and mutation
- clonal selection
- genetic algorithm
- fitness function
- particle swarm optimisation
- mutation operation
- test functions
- particle swarm optimization algorithm
- crossover operator
- simulated annealing
- global optimization
- evolutionary search
- step size
- fitness values
- neural network
- function optimization
- solution quality
- search space
- computational complexity
- search algorithm
- machine learning