On the Convergence Speed of AMSGRAD and Beyond.
Tao TanShiqun YinKunling LiuMan WanPublished in: ICTAI (2019)
Keyphrases
- convergence speed
- particle swarm optimization algorithm
- differential evolution
- particle swarm optimization
- convergence rate
- global search
- step size
- learning rate
- pso algorithm
- ant colony optimization algorithm
- population diversity
- faster convergence
- firefly algorithm
- steady state error
- global convergence
- search capabilities
- premature convergence
- improve the convergence speed
- optimization algorithm
- global optimization
- strong robustness
- steepest descent method
- multi objective
- genetic algorithm