Divergence of character and premature convergence: A survey of methodologies for promoting diversity in evolutionary optimization.
Giovanni SquilleroAlberto Paolo TondaPublished in: Inf. Sci. (2016)
Keyphrases
- premature convergence
- evolutionary optimization
- multi objective
- mutation operator
- genetic algorithm
- particle swarm
- differential evolution
- genetic algorithm ga
- evolutionary algorithm
- global search
- hybrid algorithm
- convergence speed
- solution space
- particle swarm optimization
- population diversity
- pso algorithm
- constraint handling
- search capabilities
- optimization algorithm
- global optima
- mutation operation
- convergence rate
- artificial intelligence
- global optimization
- particle swarm optimisation
- simulated annealing
- multi objective optimization
- differential evolution algorithm
- particle swarm optimization pso
- crossover operator
- nsga ii
- swarm intelligence
- artificial neural networks
- optimization method
- evolutionary computation
- fitness function
- tabu search
- optimization problems
- lower bound