An improved heterogeneous multi-swarm PSO algorithm to generate an optimal T-S fuzzy model of a hydraulic process.
Jaouher ChroutaAbderrahmen ZaafouriMohamed JemliPublished in: Trans. Inst. Meas. Control (2018)
Keyphrases
- fuzzy model
- particle swarm optimization
- pso algorithm
- fuzzy systems
- multi swarm
- takagi sugeno
- particle swarm optimization pso
- input output
- membership functions
- global optimization
- nonlinear systems
- particle swarm optimization algorithm
- fuzzy clustering
- fuzzy rules
- fuzzy controller
- neural network
- standard pso
- convergence speed
- particle swarm
- rule base
- particle swarm optimizer
- evolution process
- multi objective
- swarm intelligence
- test functions
- fuzzy sets
- artificial intelligence
- genetic algorithm
- neuro fuzzy
- fuzzy inference system
- differential evolution
- computational intelligence