Comparison of Firefly algorithm optimisation, particle swarm optimisation and differential evolution.
Karl O. JonesGrégoire BoizantéPublished in: CompSysTech (2011)
Keyphrases
- differential evolution
- particle swarm optimisation
- convergence speed
- firefly algorithm
- optimization algorithm
- test functions
- premature convergence
- global search
- search capabilities
- evolution strategy
- pso algorithm
- particle swarm optimization
- genetic algorithm
- particle swarm optimization pso
- evolutionary algorithm
- particle swarm
- standard pso
- differential evolution algorithm
- multi objective
- optimization method
- mutation operator
- particle swarm optimization algorithm
- biogeography based optimization
- evolutionary programming
- faster convergence
- optimisation problems
- step size
- fitness function
- parameter optimization
- multi objective optimization
- hybrid algorithm
- real coded
- inertia weight
- learning rate
- evolution process
- crossover operator
- evolutionary strategy
- convergence rate
- genetic algorithm ga
- optimization problems
- global optimization
- artificial neural networks