On the optimality of particle swarm parameters in dynamic environments.
Barend J. LeonardAndries P. EngelbrechtPublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- dynamic environments
- particle swarm
- particle swarm optimization
- optimization method
- particle swarm algorithm
- particle swarm optimization algorithm
- optimisation problems
- path planning
- autonomous agents
- mobile robot
- premature convergence
- agent systems
- multi objective
- optimization strategy
- evolutionary algorithm
- swarm intelligence
- binary particle swarm optimization
- belief space
- distribution network
- optimization methods
- pso algorithm
- fitness function
- hybrid optimization algorithm
- inertia weight
- binary gravitational search algorithm
- genetic algorithm
- collision avoidance
- changing environment
- differential evolution
- autonomous systems
- potential field
- highly dynamic environments
- single agent
- convergence speed
- global optimization
- particle swarm optimisation
- simulated annealing
- fuzzy logic
- control system
- multi agent systems