Refinement of fuzzy rule weights with particle swarm optimisation.
Tianhua ChenQiang ShenPan SuChangjing ShangPublished in: UKCI (2014)
Keyphrases
- particle swarm optimisation
- fuzzy rules
- fuzzy membership functions
- rule base
- optimization algorithm
- fuzzy classifier
- fuzzy systems
- fuzzy logic
- pso algorithm
- membership functions
- fuzzy model
- optimisation problems
- fuzzy sets
- genetic algorithm ga
- fuzzy neural network
- fuzzy control
- fitness function
- global optimization
- rule sets
- particle swarm optimization
- search capabilities
- fuzzy controller
- convergence speed
- evolutionary computing
- test functions
- faster convergence
- search space
- premature convergence
- particle swarm
- evolution strategy
- global search
- neural network
- benchmark problems