Improving the Convergence of the PSO Algorithm with a Stagnation Variable and Fuzzy Logic.
Bernardo Morales-CastañedaDiego OlivaMario A. NavarroAlfonso Ramos-MichelArturo ValdiviaAngel Casas-OrdazErick Rodríguez-EsparzaSeyed Jalaleddin MousaviradPublished in: CEC (2023)
Keyphrases
- pso algorithm
- convergence speed
- particle swarm optimization
- fuzzy logic
- premature convergence
- faster convergence
- global optimization
- particle swarm optimization pso
- particle swarm optimization algorithm
- test functions
- particle swarm
- genetic algorithm
- step size
- global convergence
- differential evolution
- global search
- search capabilities
- inertia weight
- particle swarm optimisation
- convergence rate
- hybrid pso
- adaptive particle swarm optimization
- expert systems
- evolutionary computing
- fuzzy sets
- neural network
- global optimization problems
- cauchy mutation
- computational intelligence
- fuzzy rules
- swarm intelligence
- pid controller
- ant colony optimization
- control system
- artificial intelligence
- hybrid particle swarm optimization
- hybrid algorithm
- membership functions
- metaheuristic
- genetic algorithm ga
- nature inspired
- evolutionary computation
- tabu search
- optimization algorithm
- multi objective