The influence of fitness landscape characteristics on particle swarm optimisers.
Andries P. EngelbrechtPhlippie BosmanKatherine M. MalanPublished in: Nat. Comput. (2022)
Keyphrases
- particle swarm
- fitness landscape
- evolutionary algorithm
- particle swarm optimization
- particle swarm optimization algorithm
- particle swarm algorithm
- optimization method
- premature convergence
- multi objective
- swarm intelligence
- evolutionary computation
- optimisation problems
- fitness function
- pso algorithm
- crossover and mutation
- differential evolution
- optimization strategy
- optimization methods
- binary particle swarm optimization
- particle swarm optimizer
- evolutionary search
- genetic algorithm
- global optimization
- hybrid optimization algorithm
- differential evolution algorithm
- hybrid algorithm
- optimization algorithm
- genetic programming
- optimization problems
- search space
- genetic operators
- convergence speed
- wider range
- decision making
- mutation rate
- neural network