Modified Particle Swarm for multimodal functions in dynamic environment using iteration proportional change for inertia weight and weight of social components.
Didit WidiyantoAdi WibowoM. Febrian RachmadiWisnu JatmikoPublished in: MHS (2012)
Keyphrases
- dynamic environments
- particle swarm
- inertia weight
- multimodal functions
- particle swarm optimization
- pso algorithm
- premature convergence
- particle swarm optimization algorithm
- standard pso
- particle swarm optimization pso
- test functions
- changing environment
- global optima
- particle swarm algorithm
- optimisation problems
- swarm intelligence
- differential evolution
- optimization method
- convergence speed
- global search
- multi objective
- evolutionary algorithm
- path planning
- mobile robot
- dynamic adaptation
- search capabilities
- global optimization
- genetic algorithm
- hybrid algorithm
- particle swarm optimizer
- optimization algorithm
- optimization methods
- ant colony optimization
- fitness function
- particle swarm optimisation
- inertia weight particle swarm optimization
- genetic programming
- simulated annealing
- objective function
- optimization problems
- decision making