Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance.
Katherine M. MalanAndries P. EngelbrechtPublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- fitness landscape
- fitness function
- particle swarm optimizer
- particle swarm optimization
- genetic algorithm
- particle swarm optimization pso
- particle swarm optimization algorithm
- pso algorithm
- evolutionary algorithm
- bp neural network
- genetic programming
- convergence speed
- optimization algorithm
- population diversity
- metadata
- machine learning
- fitness values
- crossover and mutation
- database
- evolutionary computation
- genetic algorithm ga
- multi objective
- multiscale
- social networks
- real time